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Updating the Tor Browser design doc
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<?xml version="1.0" encoding="UTF-8"?> <!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN" "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd"><html xmlns="http://www.w3.org/1999/xhtml"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8" /><title>The Design and Implementation of the Tor Browser [DRAFT]</title><meta name="generator" content="DocBook XSL Stylesheets V1.79.1" /></head><body><div class="article"><div class="titlepage"><div><div><h2 class="title"><a id="design"></a>The Design and Implementation of the Tor Browser [DRAFT]</h2></div><div><div class="author"><h3 class="author"><span class="firstname">Mike</span> <span class="surname">Perry</span></h3><div class="affiliation"><div class="address"><p><code class="email"><<a class="email" href="mailto:mikeperry#torproject org">mikeperry#torproject org</a>></code></p></div></div></div></div><div><div class="author"><h3 class="author"><span class="firstname">Erinn</span> <span class="surname">Clark</span></h3><div class="affiliation"><div class="address"><p><code class="email"><<a class="email" href="mailto:erinn#torproject org">erinn#torproject org</a>></code></p></div></div></div></div><div><div class="author"><h3 class="author"><span class="firstname">Steven</span> <span class="surname">Murdoch</span></h3><div class="affiliation"><div class="address"><p><code class="email"><<a class="email" href="mailto:sjmurdoch#torproject org">sjmurdoch#torproject org</a>></code></p></div></div></div></div><div><div class="author"><h3 class="author"><span class="firstname">Georg</span> <span class="surname">Koppen</span></h3><div class="affiliation"><div class="address"><p><code class="email"><<a class="email" href="mailto:gk#torproject org">gk#torproject org</a>></code></p></div></div></div></div><div><p class="pubdate">March 10th, 2017</p></div></div><hr /></div><div class="toc"><p><strong>Table of Contents</strong></p><dl class="toc"><dt><span class="sect1"><a href="#idm29">1. Introduction</a></span></dt><dd><dl><dt><span class="sect2"><a href="#components">1.1. Browser Component Overview</a></span></dt></dl></dd><dt><span class="sect1"><a href="#DesignRequirements">2. Design Requirements and Philosophy</a></span></dt><dd><dl><dt><span class="sect2"><a href="#security">2.1. Security Requirements</a></span></dt><dt><span class="sect2"><a href="#privacy">2.2. Privacy Requirements</a></span></dt><dt><span class="sect2"><a href="#philosophy">2.3. Philosophy</a></span></dt></dl></dd><dt><span class="sect1"><a href="#adversary">3. Adversary Model</a></span></dt><dd><dl><dt><span class="sect2"><a href="#adversary-goals">3.1. Adversary Goals</a></span></dt><dt><span class="sect2"><a href="#adversary-positioning">3.2. Adversary Capabilities - Positioning</a></span></dt><dt><span class="sect2"><a href="#attacks">3.3. Adversary Capabilities - Attacks</a></span></dt></dl></dd><dt><span class="sect1"><a href="#Implementation">4. Implementation</a></span></dt><dd><dl><dt><span class="sect2"><a href="#proxy-obedience">4.1. Proxy Obedience</a></span></dt><dt><span class="sect2"><a href="#state-separation">4.2. State Separation</a></span></dt><dt><span class="sect2"><a href="#disk-avoidance">4.3. Disk Avoidance</a></span></dt><dt><span class="sect2"><a href="#app-data-isolation">4.4. Application Data Isolation</a></span></dt><dt><span class="sect2"><a href="#identifier-linkability">4.5. Cross-Origin Identifier Unlinkability</a></span></dt><dt><span class="sect2"><a href="#fingerprinting-linkability">4.6. Cross-Origin Fingerprinting Unlinkability</a></span></dt><dt><span class="sect2"><a href="#new-identity">4.7. Long-Term Unlinkability via "New Identity" button</a></span></dt><dt><span class="sect2"><a href="#other-security">4.8. Other Security Measures</a></span></dt></dl></dd><dt><span class="sect1"><a href="#BuildSecurity">5. Build Security and Package Integrity</a></span></dt><dd><dl><dt><span class="sect2"><a href="#idm1010">5.1. Achieving Binary Reproducibility</a></span></dt><dt><span class="sect2"><a href="#idm1042">5.2. Package Signatures and Verification</a></span></dt><dt><span class="sect2"><a href="#idm1049">5.3. Anonymous Verification</a></span></dt><dt><span class="sect2"><a href="#update-safety">5.4. Update Safety</a></span></dt></dl></dd><dt><span class="appendix"><a href="#Transparency">A. Towards Transparency in Navigation Tracking</a></span></dt><dd><dl><dt><span class="sect1"><a href="#deprecate">A.1. Deprecation Wishlist</a></span></dt><dt><span class="sect1"><a href="#idm1090">A.2. Promising Standards</a></span></dt></dl></dd></dl></div><div class="sect1"><div class="titlepage"><div><div><h2 class="title" style="clear: both"><a id="idm29"></a>1. Introduction</h2></div></div></div><p> This document describes the <a class="link" href="#adversary" title="3. Adversary Model">adversary model</a>, <a class="link" href="#DesignRequirements" title="2. Design Requirements and Philosophy">design requirements</a>, and <a class="link" href="#Implementation" title="4. Implementation">implementation</a> of the Tor Browser. It is current as of Tor Browser 6.5.1. </p><p> This document is also meant to serve as a set of design requirements and to describe a reference implementation of a Private Browsing Mode that defends against active network adversaries, in addition to the passive forensic local adversary currently addressed by the major browsers. </p><p> For more practical information regarding Tor Browser development, please consult the <a class="ulink" href="https://trac.torproject.org/projects/tor/wiki/doc/TorBrowser/Hacking" target="_top">Tor Browser Hacking Guide</a>. </p><div class="sect2"><div class="titlepage"><div><div><h3 class="title"><a id="components"></a>1.1. Browser Component Overview</h3></div></div></div><p> The Tor Browser is based on <a class="ulink" href="https://www.mozilla.org/en-US/firefox/organizations/" target="_top">Mozilla's Extended Support Release (ESR) Firefox branch</a>. We have a <a class="ulink" href="https://gitweb.torproject.org/tor-browser.git" target="_top">series of patches</a> against this browser to enhance privacy and security. Browser behavior is additionally augmented through the <a class="ulink" href="https://gitweb.torproject.org/torbutton.git/tree/" target="_top">Torbutton extension</a>, though we are in the process of moving this functionality into direct Firefox patches. We also <a class="ulink" href="https://gitweb.torproject.org/tor-browser.git/tree/browser/app/profile/000-tor-browser.js?h=tor-browser-45.8.0esr-6.5-2" target="_top">change a number of Firefox preferences</a> from their defaults. </p><p> Tor process management and configuration is accomplished through the <a class="ulink" href="https://gitweb.torproject.org/tor-launcher.git" target="_top">Tor Launcher</a> addon, which provides the initial Tor configuration splash screen and bootstrap progress bar. Tor Launcher is also compatible with Thunderbird, Instantbird, and XULRunner. </p><p> To help protect against potential Tor Exit Node eavesdroppers, we include <a class="ulink" href="https://www.eff.org/https-everywhere" target="_top">HTTPS-Everywhere</a>. To provide users with optional defense-in-depth against JavaScript and other potential exploit vectors, we also include <a class="ulink" href="http://noscript.net/" target="_top">NoScript</a>. We also modify <a class="ulink" href="https://gitweb.torproject.org/builders/tor-browser-bundle.git/tree/Bundle-Data/linux/Data/Browser/profile.default/preferences/extension-overrides.js" target="_top">several extension preferences</a> from their defaults. </p><p> To provide censorship circumvention in areas where the public Tor network is blocked either by IP, or by protocol fingerprint, we include several <a class="ulink" href="https://trac.torproject.org/projects/tor/wiki/doc/AChildsGardenOfPluggableTransports" target="_top">Pluggable Transports</a> in the distribution. As of this writing, we include <a class="ulink" href="https://gitweb.torproject.org/pluggable-transports/obfs4.git" target="_top">Obfs3proxy, Obfs4proxy, Scramblesuit</a>, <a class="ulink" href="https://trac.torproject.org/projects/tor/wiki/doc/meek" target="_top">meek</a>, and <a class="ulink" href="https://fteproxy.org/" target="_top">FTE</a>. </p></div></div><div class="sect1"><div class="titlepage"><div><div><h2 class="title" style="clear: both"><a id="DesignRequirements"></a>2. Design Requirements and Philosophy</h2></div></div></div><p> The Tor Browser Design Requirements are meant to describe the properties of a Private Browsing Mode that defends against both network and local forensic adversaries. </p><p> There are two main categories of requirements: <a class="link" href="#security" title="2.1. Security Requirements">Security Requirements</a>, and <a class="link" href="#privacy" title="2.2. Privacy Requirements">Privacy Requirements</a>. Security Requirements are the minimum properties in order for a browser to be able to support Tor and similar privacy proxies safely. Privacy requirements are the set of properties that cause us to prefer one browser over another. </p><p> While we will endorse the use of browsers that meet the security requirements, it is primarily the privacy requirements that cause us to maintain our own browser distribution. </p><p> The key words "MUST", "MUST NOT", "REQUIRED", "SHALL", "SHALL NOT", "SHOULD", "SHOULD NOT", "RECOMMENDED", "MAY", and "OPTIONAL" in this document are to be interpreted as described in <a class="ulink" href="https://www.ietf.org/rfc/rfc2119.txt" target="_top">RFC 2119</a>. </p><div class="sect2"><div class="titlepage"><div><div><h3 class="title"><a id="security"></a>2.1. Security Requirements</h3></div></div></div><p> The security requirements are primarily concerned with ensuring the safe use of Tor. Violations in these properties typically result in serious risk for the user in terms of immediate deanonymization and/or observability. With respect to browser support, security requirements are the minimum properties in order for Tor to support the use of a particular browser. </p><div class="orderedlist"><ol class="orderedlist" type="1"><li class="listitem"><a class="link" href="#proxy-obedience" title="4.1. Proxy Obedience"><span class="command"><strong>Proxy Obedience</strong></span></a><p>The browser MUST NOT bypass Tor proxy settings for any content.</p></li><li class="listitem"><a class="link" href="#state-separation" title="4.2. State Separation"><span class="command"><strong>State Separation</strong></span></a><p> The browser MUST NOT provide the content window with any state from any other browsers or any non-Tor browsing modes. This includes shared state from independent plugins, and shared state from operating system implementations of TLS and other support libraries. </p></li><li class="listitem"><a class="link" href="#disk-avoidance" title="4.3. Disk Avoidance"><span class="command"><strong>Disk Avoidance</strong></span></a><p> The browser MUST NOT write any information that is derived from or that reveals browsing activity to the disk, or store it in memory beyond the duration of one browsing session, unless the user has explicitly opted to store their browsing history information to disk. </p></li><li class="listitem"><a class="link" href="#app-data-isolation" title="4.4. Application Data Isolation"><span class="command"><strong>Application Data Isolation</strong></span></a><p> The components involved in providing private browsing MUST be self-contained, or MUST provide a mechanism for rapid, complete removal of all evidence of the use of the mode. In other words, the browser MUST NOT write or cause the operating system to write <span class="emphasis"><em>any information</em></span> about the use of private browsing to disk outside of the application's control. The user must be able to ensure that secure deletion of the software is sufficient to remove evidence of the use of the software. All exceptions and shortcomings due to operating system behavior MUST be wiped by an uninstaller. However, due to permissions issues with access to swap, implementations MAY choose to leave it out of scope, and/or leave it to the operating system/platform to implement ephemeral-keyed encrypted swap. </p></li></ol></div></div><div class="sect2"><div class="titlepage"><div><div><h3 class="title"><a id="privacy"></a>2.2. Privacy Requirements</h3></div></div></div><p> The privacy requirements are primarily concerned with reducing linkability: the ability for a user's activity on one site to be linked with their activity on another site without their knowledge or explicit consent. With respect to browser support, privacy requirements are the set of properties that cause us to prefer one browser over another. </p><p> For the purposes of the unlinkability requirements of this section as well as the descriptions in the <a class="link" href="#Implementation" title="4. Implementation">implementation section</a>, a <span class="command"><strong>URL bar origin</strong></span> means at least the second-level DNS name. For example, for mail.google.com, the origin would be google.com. Implementations MAY, at their option, restrict the URL bar origin to be the entire fully qualified domain name. </p><div class="orderedlist"><ol class="orderedlist" type="1"><li class="listitem"><a class="link" href="#identifier-linkability" title="4.5. Cross-Origin Identifier Unlinkability"><span class="command"><strong>Cross-Origin Identifier Unlinkability</strong></span></a><p> User activity on one URL bar origin MUST NOT be linkable to their activity in any other URL bar origin by any third party automatically or without user interaction or approval. This requirement specifically applies to linkability from stored browser identifiers, authentication tokens, and shared state. The requirement does not apply to linkable information the user manually submits to sites, or due to information submitted during manual link traversal. This functionality SHOULD NOT interfere with interactive, click-driven federated login in a substantial way. </p></li><li class="listitem"><a class="link" href="#fingerprinting-linkability" title="4.6. Cross-Origin Fingerprinting Unlinkability"><span class="command"><strong>Cross-Origin Fingerprinting Unlinkability</strong></span></a><p> User activity on one URL bar origin MUST NOT be linkable to their activity in any other URL bar origin by any third party. This property specifically applies to linkability from fingerprinting browser behavior. </p></li><li class="listitem"><a class="link" href="#new-identity" title="4.7. Long-Term Unlinkability via "New Identity" button"><span class="command"><strong>Long-Term Unlinkability</strong></span></a><p> The browser MUST provide an obvious, easy way for the user to remove all of its authentication tokens and browser state and obtain a fresh identity. Additionally, the browser SHOULD clear linkable state by default automatically upon browser restart, except at user option. </p></li></ol></div></div><div class="sect2"><div class="titlepage"><div><div><h3 class="title"><a id="philosophy"></a>2.3. Philosophy</h3></div></div></div><p> In addition to the above design requirements, the technology decisions about Tor Browser are also guided by some philosophical positions about technology. </p><div class="orderedlist"><ol class="orderedlist" type="1"><li class="listitem"><span class="command"><strong>Preserve existing user model</strong></span><p> The existing way that the user expects to use a browser must be preserved. If the user has to maintain a different mental model of how the sites they are using behave depending on tab, browser state, or anything else that would not normally be what they experience in their default browser, the user will inevitably be confused. They will make mistakes and reduce their privacy as a result. Worse, they may just stop using the browser, assuming it is broken. </p><p> User model breakage was one of the <a class="ulink" href="https://blog.torproject.org/blog/toggle-or-not-toggle-end-torbutton" target="_top">failures of Torbutton</a>: Even if users managed to install everything properly, the toggle model was too hard for the average user to understand, especially in the face of accumulating tabs from multiple states crossed with the current Tor-state of the browser. </p></li><li class="listitem"><span class="command"><strong>Favor the implementation mechanism least likely to break sites</strong></span><p> In general, we try to find solutions to privacy issues that will not induce site breakage, though this is not always possible. </p></li><li class="listitem"><span class="command"><strong>Plugins must be restricted</strong></span><p> Even if plugins always properly used the browser proxy settings (which none of them do) and could not be induced to bypass them (which all of them can), the activities of closed-source plugins are very difficult to audit and control. They can obtain and transmit all manner of system information to websites, often have their own identifier storage for tracking users, and also contribute to fingerprinting. </p><p> Therefore, if plugins are to be enabled in private browsing modes, they must be restricted from running automatically on every page (via click-to-play placeholders), and/or be sandboxed to restrict the types of system calls they can execute. If the user agent allows the user to craft an exemption to allow a plugin to be used automatically, it must only apply to the top level URL bar domain, and not to all sites, to reduce cross-origin fingerprinting linkability. </p></li><li class="listitem"><span class="command"><strong>Minimize Global Privacy Options</strong></span><p> <a class="ulink" href="https://trac.torproject.org/projects/tor/ticket/3100" target="_top">Another failure of Torbutton</a> was the options panel. Each option that detectably alters browser behavior can be used as a fingerprinting tool. Similarly, all extensions <a class="ulink" href="http://blog.chromium.org/2010/06/extensions-in-incognito.html" target="_top">should be disabled in the mode</a> except as an opt-in basis. We should not load system-wide and/or operating system provided addons or plugins. </p><p> Instead of global browser privacy options, privacy decisions should be made <a class="ulink" href="https://wiki.mozilla.org/Privacy/Features/Site-based_data_management_UI" target="_top">per URL bar origin</a> to eliminate the possibility of linkability between domains. For example, when a plugin object (or a JavaScript access of window.plugins) is present in a page, the user should be given the choice of allowing that plugin object for that URL bar origin only. The same goes for exemptions to third party cookie policy, geolocation, and any other privacy permissions. </p><p> If the user has indicated they wish to record local history storage, these permissions can be written to disk. Otherwise, they should remain memory-only. </p></li><li class="listitem"><span class="command"><strong>No filters</strong></span><p> Site-specific or filter-based addons such as <a class="ulink" href="https://addons.mozilla.org/en-US/firefox/addon/adblock-plus/" target="_top">AdBlock Plus</a>, <a class="ulink" href="http://requestpolicy.com/" target="_top">Request Policy</a>, <a class="ulink" href="http://www.ghostery.com/about" target="_top">Ghostery</a>, <a class="ulink" href="http://priv3.icsi.berkeley.edu/" target="_top">Priv3</a>, and <a class="ulink" href="http://sharemenot.cs.washington.edu/" target="_top">Sharemenot</a> are to be avoided. We believe that these addons do not add any real privacy to a proper <a class="link" href="#Implementation" title="4. Implementation">implementation</a> of the above <a class="link" href="#privacy" title="2.2. Privacy Requirements">privacy requirements</a>, and that development efforts should be focused on general solutions that prevent tracking by all third parties, rather than a list of specific URLs or hosts. </p><p> Implementing filter-based blocking directly into the browser, such as done with <a class="ulink" href="http://ieee-security.org/TC/SPW2015/W2SP/papers/W2SP_2015_submission_32.pdf" target="_top"> Firefox' Tracking Protection</a>, does not alleviate the concerns mentioned in the previous paragraph. There is still just a list concerned with specific URLs and hosts which, in this case, are <a class="ulink" href="https://services.disconnect.me/disconnect-plaintext.json" target="_top"> assembled</a> by <a class="ulink" href="https://disconnect.me/trackerprotection" target="_top"> Disconnect</a> and <a class="ulink" href="https://github.com/mozilla-services/shavar-list-exceptions" target="_top">adapted</a> by Mozilla. </p><p> Trying to resort to <a class="ulink" href="https://jonathanmayer.org/papers_data/bau13.pdf" target="_top">filter methods based on machine learning</a> does not solve the problem either: they don't provide a general solution to the tracking problem as they are working probabilistically. Even with a precision rate at 99% and a false positive rate at 0.1% trackers would be missed and sites would be wrongly blocked. </p><p> Filter-based solutions in general can also introduce strange breakage and cause usability nightmares. Coping with those easily leads to just <a class="ulink" href="https://github.com/mozilla-services/shavar-list-exceptions" target="_top">whitelisting </a> the affected domains defeating the purpose of the filter in the first place. Filters will also fail to do their job if an adversary simply registers a new domain or <a class="ulink" href="http://ieee-security.org/TC/SPW2015/W2SP/papers/W2SP_2015_submission_24.pdf" target="_top"> creates a new URL path</a>. Worse still, the unique filter sets that each user creates or installs will provide a wealth of fingerprinting targets. </p><p> As a general matter, we are also generally opposed to shipping an always-on Ad blocker with Tor Browser. We feel that this would damage our credibility in terms of demonstrating that we are providing privacy through a sound design alone, as well as damage the acceptance of Tor users by sites that support themselves through advertising revenue. </p><p> Users are free to install these addons if they wish, but doing so is not recommended, as it will alter the browser request fingerprint. </p></li><li class="listitem"><span class="command"><strong>Stay Current</strong></span><p> We believe that if we do not stay current with the support of new web technologies, we cannot hope to substantially influence or be involved in their proper deployment or privacy realization. However, we will likely disable high-risk features pending analysis, audit, and mitigation. </p></li></ol></div></div></div><div class="sect1"><div class="titlepage"><div><div><h2 class="title" style="clear: both"><a id="adversary"></a>3. Adversary Model</h2></div></div></div><p> A Tor web browser adversary has a number of goals, capabilities, and attack types that can be used to illustrate the design requirements for the Tor Browser. Let's start with the goals. </p><div class="sect2"><div class="titlepage"><div><div><h3 class="title"><a id="adversary-goals"></a>3.1. Adversary Goals</h3></div></div></div><div class="orderedlist"><ol class="orderedlist" type="1"><li class="listitem"><span class="command"><strong>Bypassing proxy settings</strong></span><p>The adversary's primary goal is direct compromise and bypass of Tor, causing the user to directly connect to an IP of the adversary's choosing.</p></li><li class="listitem"><span class="command"><strong>Correlation of Tor vs Non-Tor Activity</strong></span><p>If direct proxy bypass is not possible, the adversary will likely happily settle for the ability to correlate something a user did via Tor with their non-Tor activity. This can be done with cookies, cache identifiers, JavaScript events, and even CSS. Sometimes the fact that a user uses Tor may be enough for some authorities.</p></li><li class="listitem"><span class="command"><strong>History disclosure</strong></span><p> The adversary may also be interested in history disclosure: the ability to query a user's history to see if they have issued certain censored search queries, or visited censored sites. </p></li><li class="listitem"><span class="command"><strong>Correlate activity across multiple sites</strong></span><p> The primary goal of the advertising networks is to know that the user who visited siteX.com is the same user that visited siteY.com to serve them targeted ads. The advertising networks become our adversary insofar as they attempt to perform this correlation without the user's explicit consent. </p></li><li class="listitem"><span class="command"><strong>Fingerprinting/anonymity set reduction</strong></span><p> Fingerprinting (more generally: "anonymity set reduction") is used to attempt to gather identifying information on a particular individual without the use of tracking identifiers. If the dissident's or whistleblower's timezone is available, and they are using a rare build of Firefox for an obscure operating system, and they have a specific display resolution only used on one type of laptop, this can be very useful information for tracking them down, or at least <a class="link" href="#fingerprinting">tracking their activities</a>. </p></li><li class="listitem"><span class="command"><strong>History records and other on-disk information</strong></span><p> In some cases, the adversary may opt for a heavy-handed approach, such as seizing the computers of all Tor users in an area (especially after narrowing the field by the above two pieces of information). History records and cache data are the primary goals here. Secondary goals may include confirming on-disk identifiers (such as hostname and disk-logged spoofed MAC address history) obtained by other means. </p></li></ol></div></div><div class="sect2"><div class="titlepage"><div><div><h3 class="title"><a id="adversary-positioning"></a>3.2. Adversary Capabilities - Positioning</h3></div></div></div><p> The adversary can position themselves at a number of different locations in order to execute their attacks. </p><div class="orderedlist"><ol class="orderedlist" type="1"><li class="listitem"><span class="command"><strong>Exit Node or Upstream Router</strong></span><p> The adversary can run exit nodes, or alternatively, they may control routers upstream of exit nodes. Both of these scenarios have been observed in the wild. </p></li><li class="listitem"><span class="command"><strong>Ad servers and/or Malicious Websites</strong></span><p> The adversary can also run websites, or more likely, they can contract out ad space from a number of different ad servers and inject content that way. For some users, the adversary may be the ad servers themselves. It is not inconceivable that ad servers may try to subvert or reduce a user's anonymity through Tor for marketing purposes. </p></li><li class="listitem"><span class="command"><strong>Local Network/ISP/Upstream Router</strong></span><p> The adversary can also inject malicious content at the user's upstream router when they have Tor disabled, in an attempt to correlate their Tor and Non-Tor activity. </p><p> Additionally, at this position the adversary can block Tor, or attempt to recognize the traffic patterns of specific web pages at the entrance to the Tor network. </p></li><li class="listitem"><span class="command"><strong>Physical Access</strong></span><p> Some users face adversaries with intermittent or constant physical access. Users in Internet cafes, for example, face such a threat. In addition, in countries where simply using tools like Tor is illegal, users may face confiscation of their computer equipment for excessive Tor usage or just general suspicion. </p></li></ol></div></div><div class="sect2"><div class="titlepage"><div><div><h3 class="title"><a id="attacks"></a>3.3. Adversary Capabilities - Attacks</h3></div></div></div><p> The adversary can perform the following attacks from a number of different positions to accomplish various aspects of their goals. It should be noted that many of these attacks (especially those involving IP address leakage) are often performed by accident by websites that simply have JavaScript, dynamic CSS elements, and plugins. Others are performed by ad servers seeking to correlate users' activity across different IP addresses, and still others are performed by malicious agents on the Tor network and at national firewalls. </p><div class="orderedlist"><ol class="orderedlist" type="1"><li class="listitem"><span class="command"><strong>Read and insert identifiers</strong></span><p> The browser contains multiple facilities for storing identifiers that the adversary creates for the purposes of tracking users. These identifiers are most obviously cookies, but also include HTTP auth, DOM storage, cached scripts and other elements with embedded identifiers, client certificates, and even TLS Session IDs. </p><p> An adversary in a position to perform MITM content alteration can inject document content elements to both read and inject cookies for arbitrary domains. In fact, even many "SSL secured" websites are vulnerable to this sort of <a class="ulink" href="http://seclists.org/bugtraq/2007/Aug/0070.html" target="_top">active sidejacking</a>. In addition, the ad networks of course perform tracking with cookies as well. </p><p> These types of attacks are attempts at subverting our <a class="link" href="#identifier-linkability" title="4.5. Cross-Origin Identifier Unlinkability">Cross-Origin Identifier Unlinkability</a> and <a class="link" href="#new-identity" title="4.7. Long-Term Unlinkability via "New Identity" button">Long-Term Unlinkability</a> design requirements. </p></li><li class="listitem"><a id="fingerprinting"></a><span class="command"><strong>Fingerprint users based on browser attributes</strong></span><p> There is an absurd amount of information available to websites via attributes of the browser. This information can be used to reduce the anonymity set, or even uniquely fingerprint individual users. Attacks of this nature are typically aimed at tracking users across sites without their consent, in an attempt to subvert our <a class="link" href="#fingerprinting-linkability" title="4.6. Cross-Origin Fingerprinting Unlinkability">Cross-Origin Fingerprinting Unlinkability</a> and <a class="link" href="#new-identity" title="4.7. Long-Term Unlinkability via "New Identity" button">Long-Term Unlinkability</a> design requirements. </p><p> Fingerprinting is an intimidating problem to attempt to tackle, especially without a metric to determine or at least intuitively understand and estimate which features will most contribute to linkability between visits. </p><p> The <a class="ulink" href="https://panopticlick.eff.org/about" target="_top">Panopticlick study done</a> by the EFF uses the <a class="ulink" href="https://en.wikipedia.org/wiki/Entropy_%28information_theory%29" target="_top">Shannon entropy</a> - the number of identifying bits of information encoded in browser properties - as this metric. Their <a class="ulink" href="https://wiki.mozilla.org/Fingerprinting#Data" target="_top">result data</a> is definitely useful, and the metric is probably the appropriate one for determining how identifying a particular browser property is. However, some quirks of their study means that they do not extract as much information as they could from display information: they only use desktop resolution and do not attempt to infer the size of toolbars. In the other direction, they may be over-counting in some areas, as they did not compute joint entropy over multiple attributes that may exhibit a high degree of correlation. Also, new browser features are added regularly, so the data should not be taken as final. </p><p> Despite the uncertainty, all fingerprinting attacks leverage the following attack vectors: </p><div class="orderedlist"><ol class="orderedlist" type="a"><li class="listitem"><span class="command"><strong>Observing Request Behavior</strong></span><p> Properties of the user's request behavior comprise the bulk of low-hanging fingerprinting targets. These include: User agent, Accept-* headers, pipeline usage, and request ordering. Additionally, the use of custom filters such as AdBlock and other privacy filters can be used to fingerprint request patterns (as an extreme example). </p></li><li class="listitem"><span class="command"><strong>Inserting JavaScript</strong></span><p> JavaScript can reveal a lot of fingerprinting information. It provides DOM objects such as window.screen and window.navigator to extract information about the user agent. Also, JavaScript can be used to query the user's timezone via the <code class="function">Date()</code> object, <a class="ulink" href="https://www.khronos.org/registry/webgl/specs/1.0/#5.13" target="_top">WebGL</a> can reveal information about the video card in use, and high precision timing information can be used to <a class="ulink" href="http://w2spconf.com/2011/papers/jspriv.pdf" target="_top">fingerprint the CPU and interpreter speed</a>. JavaScript features such as <a class="ulink" href="https://www.w3.org/TR/resource-timing/" target="_top">Resource Timing</a> may leak an unknown amount of network timing related information. And, moreover, JavaScript is able to <a class="ulink" href="https://seclab.cs.ucsb.edu/media/uploads/papers/sp2013_cookieless.pdf" target="_top"> extract</a> <a class="ulink" href="https://www.cosic.esat.kuleuven.be/fpdetective/" target="_top">available</a> <a class="ulink" href="https://hal.inria.fr/hal-01285470v2/document" target="_top">fonts</a> on a device with high precision. </p></li><li class="listitem"><span class="command"><strong>Inserting Plugins</strong></span><p> The Panopticlick project found that the mere list of installed plugins (in navigator.plugins) was sufficient to provide a large degree of fingerprintability. Additionally, plugins are capable of extracting font lists, interface addresses, and other machine information that is beyond what the browser would normally provide to content. In addition, plugins can be used to store unique identifiers that are more difficult to clear than standard cookies. <a class="ulink" href="http://epic.org/privacy/cookies/flash.html" target="_top">Flash-based cookies</a> fall into this category, but there are likely numerous other examples. Beyond fingerprinting, plugins are also abysmal at obeying the proxy settings of the browser. </p></li><li class="listitem"><span class="command"><strong>Inserting CSS</strong></span><p> <a class="ulink" href="https://developer.mozilla.org/En/CSS/Media_queries" target="_top">CSS media queries</a> can be inserted to gather information about the desktop size, widget size, display type, DPI, user agent type, and other information that was formerly available only to JavaScript. </p></li></ol></div></li><li class="listitem"><a id="website-traffic-fingerprinting"></a><span class="command"><strong>Website traffic fingerprinting</strong></span><p> Website traffic fingerprinting is an attempt by the adversary to recognize the encrypted traffic patterns of specific websites. In the case of Tor, this attack would take place between the user and the Guard node, or at the Guard node itself. </p><p> The most comprehensive study of the statistical properties of this attack against Tor was done by <a class="ulink" href="http://lorre.uni.lu/~andriy/papers/acmccs-wpes11-fingerprinting.pdf" target="_top">Panchenko et al</a>. Unfortunately, the publication bias in academia has encouraged the production of <a class="ulink" href="https://blog.torproject.org/blog/critique-website-traffic-fingerprinting-attacks" target="_top">a number of follow-on attack papers claiming "improved" success rates</a>, in some cases even claiming to completely invalidate any attempt at defense. These "improvements" are actually enabled primarily by taking a number of shortcuts (such as classifying only very small numbers of web pages, neglecting to publish ROC curves or at least false positive rates, and/or omitting the effects of dataset size on their results). Despite these subsequent "improvements", we are skeptical of the efficacy of this attack in a real world scenario, <span class="emphasis"><em>especially</em></span> in the face of any defenses. </p><p> In general, with machine learning, as you increase the <a class="ulink" href="https://en.wikipedia.org/wiki/VC_dimension" target="_top">number and/or complexity of categories to classify</a> while maintaining a limit on reliable feature information you can extract, you eventually run out of descriptive feature information, and either true positive accuracy goes down or the false positive rate goes up. This error is called the <a class="ulink" href="http://www.cs.washington.edu/education/courses/csep573/98sp/lectures/lecture8/sld050.htm" target="_top">bias in your hypothesis space</a>. In fact, even for unbiased hypothesis spaces, the number of training examples required to achieve a reasonable error bound is <a class="ulink" href="https://en.wikipedia.org/wiki/Probably_approximately_correct_learning#Equivalence" target="_top">a function of the complexity of the categories</a> you need to classify. </p><p> In the case of this attack, the key factors that increase the classification complexity (and thus hinder a real world adversary who attempts this attack) are large numbers of dynamically generated pages, partially cached content, and also the non-web activity of the entire Tor network. This yields an effective number of "web pages" many orders of magnitude larger than even <a class="ulink" href="http://lorre.uni.lu/~andriy/papers/acmccs-wpes11-fingerprinting.pdf" target="_top">Panchenko's "Open World" scenario</a>, which suffered continuous near-constant decline in the true positive rate as the "Open World" size grew (see figure 4). This large level of classification complexity is further confounded by a noisy and low resolution featureset - one which is also relatively easy for the defender to manipulate at low cost. </p><p> To make matters worse for a real-world adversary, the ocean of Tor Internet activity (at least, when compared to a lab setting) makes it a certainty that an adversary attempting examine large amounts of Tor traffic will ultimately be overwhelmed by false positives (even after making heavy tradeoffs on the ROC curve to minimize false positives to below 0.01%). This problem is known in the IDS literature as the <a class="ulink" href="http://www.raid-symposium.org/raid99/PAPERS/Axelsson.pdf" target="_top">Base Rate Fallacy</a>, and it is the primary reason that anomaly and activity classification-based IDS and antivirus systems have failed to materialize in the marketplace (despite early success in academic literature). </p><p> Still, we do not believe that these issues are enough to dismiss the attack outright. But we do believe these factors make it both worthwhile and effective to <a class="link" href="#traffic-fingerprinting-defenses">deploy light-weight defenses</a> that reduce the accuracy of this attack by further contributing noise to hinder successful feature extraction. </p></li><li class="listitem"><span class="command"><strong>Remotely or locally exploit browser and/or OS</strong></span><p> Last, but definitely not least, the adversary can exploit either general browser vulnerabilities, plugin vulnerabilities, or OS vulnerabilities to install malware and surveillance software. An adversary with physical access can perform similar actions. </p><p> For the purposes of the browser itself, we limit the scope of this adversary to one that has passive forensic access to the disk after browsing activity has taken place. This adversary motivates our <a class="link" href="#disk-avoidance" title="4.3. Disk Avoidance">Disk Avoidance</a> defenses. </p><p> An adversary with arbitrary code execution typically has more power, though. It can be quite hard to really significantly limit the capabilities of such an adversary. <a class="ulink" href="https://tails.boum.org/contribute/design/" target="_top">The Tails system</a> can provide some defense against this adversary through the use of readonly media and frequent reboots, but even this can be circumvented on machines without Secure Boot through the use of BIOS rootkits. </p></li></ol></div></div></div><div class="sect1"><div class="titlepage"><div><div><h2 class="title" style="clear: both"><a id="Implementation"></a>4. Implementation</h2></div></div></div><p> The Implementation section is divided into subsections, each of which corresponds to a <a class="link" href="#DesignRequirements" title="2. Design Requirements and Philosophy">Design Requirement</a>. Each subsection is divided into specific web technologies or properties. The implementation is then described for that property. </p><p> In some cases, the implementation meets the design requirements in a non-ideal way (for example, by disabling features). In rare cases, there may be no implementation at all. Both of these cases are denoted by differentiating between the <span class="command"><strong>Design Goal</strong></span> and the <span class="command"><strong>Implementation Status</strong></span> for each property. Corresponding bugs in the <a class="ulink" href="https://trac.torproject.org/projects/tor/report" target="_top">Tor bug tracker</a> are typically linked for these cases. </p><div class="sect2"><div class="titlepage"><div><div><h3 class="title"><a id="proxy-obedience"></a>4.1. Proxy Obedience</h3></div></div></div><p> Proxy obedience is assured through the following: </p><div class="orderedlist"><ol class="orderedlist" type="1"><li class="listitem"><span class="command"><strong>Firefox proxy settings, patches, and build flags</strong></span><p> Our <a class="ulink" href="https://gitweb.torproject.org/tor-browser.git/tree/browser/app/profile/000-tor-browser.js?h=tor-browser-45.8.0esr-6.5-2" target="_top">Firefox preferences file</a> sets the Firefox proxy settings to use Tor directly as a SOCKS proxy. It sets <span class="command"><strong>network.proxy.socks_remote_dns</strong></span>, <span class="command"><strong>network.proxy.socks_version</strong></span>, <span class="command"><strong>network.proxy.socks_port</strong></span>, and <span class="command"><strong>network.dns.disablePrefetch</strong></span>. </p><p> To prevent proxy bypass by WebRTC calls, we disable WebRTC at compile time with the <span class="command"><strong>--disable-webrtc</strong></span> configure switch, as well as set the pref <span class="command"><strong>media.peerconnection.enabled</strong></span> to false. </p><p> We also patch Firefox in order to provide several defense-in-depth mechanisms for proxy safety. Notably, we <a class="ulink" href="https://gitweb.torproject.org/tor-browser.git/commit/?h=tor-browser-45.8.0esr-6.5-2&id=177e78923b3252a7442160486ec48252a6adb77a" target="_top">patch the DNS service</a> to prevent any browser or addon DNS resolution, and we also <a class="ulink" href="https://gitweb.torproject.org/tor-browser.git/commit/?h=tor-browser-45.8.0esr-6.5-2&id=6e17cef8f3cf61fdabf99e40d5e09a730142d6cd" target="_top"> remove the DNS lookup for the profile lock signature</a>. Furhermore, we <a class="ulink" href="https://gitweb.torproject.org/tor-browser.git/commit/?h=tor-browser-45.8.0esr-6.5-2&id=8197f6ffe58ba167e3bca4230c5721ebcfae55de" target="_top">patch OCSP and PKIX code</a> to prevent any use of the non-proxied command-line tool utility functions from being functional while linked in to the browser. In both cases, we could find no direct paths to these routines in the browser, but it seemed better safe than sorry. </p><p> For further defense-in-depth we disabled WebIDE because it can bypass proxy settings for remote debugging, and also because it downloads extensions we have not reviewed. We are doing this by setting <span class="command"><strong>devtools.webide.autoinstallADBHelper</strong></span>, <span class="command"><strong>devtools.webide.autoinstallFxdtAdapters</strong></span>, <span class="command"><strong>devtools.webide.enabled</strong></span>, and <span class="command"><strong>devtools.appmanager.enabled</strong></span> to <span class="command"><strong>false</strong></span>. Moreover, we removed the Roku Screen Sharing and screencaster code with a <a class="ulink" href="https://gitweb.torproject.org/tor-browser.git/commit/?h=tor-browser-45.8.0esr-6.5-2&id= ad4abdb2e724fec060063f460604b829c66ea08a" target="_top"> Firefox patch</a> as these features can bypass proxy settings as well. </p><p> Shumway is removed, too, for possible proxy bypass risks. We did this by backporting a <a class="ulink" href="https://gitweb.torproject.org/tor-browser.git/commit/?h=tor-browser-45.8.0esr-6.5-2&id=d020a4992d8d25baf7dfb5c8b308d80b47a8d312" target="_top"> number</a> <a class="ulink" href="https://gitweb.torproject.org/tor-browser.git/commit/?h=tor-browser-45.8.0esr-6.5-2&id=98bf6c81b22cb5e4651a5fc060182f27b26c8ee5" target="_top"> of</a> <a class="ulink" href="https://gitweb.torproject.org/tor-browser.git/commit/?h=tor-browser-45.8.0esr-6.5-2&id=14b723f28a6b1dd78093691013d1bf7d49dc4413" target="_top">Mozilla patches</a>. Further down on our road to proxy safety we <a class="ulink" href="https://gitweb.torproject.org/tor-browser.git/commit/?h=tor-browser-45.8.0esr-6.5-2&id=a9e1d8eac28abb364bbfd3adabeae287751a6a8e" target="_top"> disabled the network tickler</a> as it has the capability to send UDP traffic. </p><p> Finally, we <a class="ulink" href="https://gitweb.torproject.org/tor-browser.git/commit/?h=tor-browser-45.8.0esr-6.5-2&id=8e52265653ab223dc5af679f9f0c073b44371fa4" target="_top"> disabled mDNS support</a>, since mDNS uses UDP packets. We also disable Mozilla's TCPSocket by setting <span class="command"><strong>dom.mozTCPSocket.enabled</strong></span> to <span class="command"><strong>false</strong></span>. We <a class="ulink" href="https://trac.torproject.org/projects/tor/ticket/18866" target="_top">intend to rip out</a> the TCPSocket code in the future to have an even more solid guarantee that it won't be used by accident. </p><p> During every Extended Support Release transition, we perform <a class="ulink" href="https://gitweb.torproject.org/tor-browser-spec.git/tree/audits" target="_top">in-depth code audits</a> to verify that there were no system calls or XPCOM activity in the source tree that did not use the browser proxy settings. </p><p> We have verified that these settings and patches properly proxy HTTPS, OCSP, HTTP, FTP, gopher (now defunct), DNS, SafeBrowsing Queries, all JavaScript activity, including HTML5 audio and video objects, addon updates, WiFi geolocation queries, searchbox queries, XPCOM addon HTTPS/HTTP activity, WebSockets, and live bookmark updates. We have also verified that external protocol helpers, such as SMB URLs and other custom protocol handlers are all blocked. </p></li><li class="listitem"><span class="command"><strong>Disabling plugins</strong></span><p> Plugins, like Flash, have the ability to make arbitrary OS system calls and <a class="ulink" href="http://decloak.net/" target="_top">bypass proxy settings</a>. This includes the ability to make UDP sockets and send arbitrary data independent of the browser proxy settings. </p><p> Torbutton disables plugins by using the <span class="command"><strong>@mozilla.org/plugin/host;1</strong></span> service to mark the plugin tags as disabled. This block can be undone through both the Torbutton Security UI, and the Firefox Plugin Preferences. </p><p> If the user does enable plugins in this way, plugin-handled objects are still restricted from automatic load through Firefox's click-to-play preference <span class="command"><strong>plugins.click_to_play</strong></span>. </p><p> In addition, to reduce any unproxied activity by arbitrary plugins at load time, and to reduce the fingerprintability of the installed plugin list, we also patch the Firefox source code to <a class="ulink" href="https://gitweb.torproject.org/tor-browser.git/commit/?h=tor-browser-45.8.0esr-6.5-2&id=09883246904ce4dede9f3c4d4bb8d644aefe9d1d" target="_top"> prevent the load of any plugins except for Flash and Gnash</a>. Even for Flash and Gnash, we also patch Firefox to <a class="ulink" href="https://gitweb.torproject.org/tor-browser.git/commit/?h=tor-browser-45.8.0esr-6.5-2&id=9a0d506e3655f2fdec97ee4217f354941e39b5b3" target="_top"> prevent loading them into the address space</a> until they are explicitly enabled. </p><p> With <a class="ulink" href="https://wiki.mozilla.org/GeckoMediaPlugins" target="_top">Gecko Media Plugins</a> (GMPs) a second type of plugins is available. They are mainly third party codecs and <a class="ulink" href="https://www.w3.org/TR/encrypted-media/" target="_top">EME</a> content decryption modules. We currently disable these plugins as they either can't be built reproducibly or are binary blobs which we are not allowed to audit (or both). For the EME case we use the <span class="command"><strong>--disable-eme</strong></span> configure switch and set <span class="command"><strong>browser.eme.ui.enabled</strong></span>, <span class="command"><strong>media.gmp-eme-adobe.enabled</strong></span>, <span class="command"><strong>media.eme.enabled</strong></span>, and <span class="command"><strong>media.eme.apiVisible</strong></span> to <span class="command"><strong>false</strong></span> to indicate to the user that this feature is disabled. For GMPs in general we make sure that the external server is not even pinged for updates/downloads in the first place by setting <span class="command"><strong>media.gmp-manager.url.override</strong></span> to <span class="command"><strong>data:text/plain,</strong></span> and avoid any UI with <span class="command"><strong> media.gmp-provider.enabled</strong></span> set to <span class="command"><strong>false</strong></span>. </p></li><li class="listitem"><span class="command"><strong>External App Blocking and Drag Event Filtering</strong></span><p> External apps can be induced to load files that perform network activity. Unfortunately, there are cases where such apps can be launched automatically with little to no user input. In order to prevent this, Torbutton installs a component to <a class="ulink" href="https://gitweb.torproject.org/torbutton.git/tree/src/components/external-app-blocker.js" target="_top"> provide the user with a popup</a> whenever the browser attempts to launch a helper app. </p><p> Additionally, modern desktops now pre-emptively fetch any URLs in Drag and Drop events as soon as the drag is initiated. This download happens independent of the browser's Tor settings, and can be triggered by something as simple as holding the mouse button down for slightly too long while clicking on an image link. We filter drag and drop events events <a class="ulink" href="https://gitweb.torproject.org/torbutton.git/tree/src/components/external-app-blocker.js" target="_top">from Torbutton</a> before the OS downloads the URLs the events contained. </p></li><li class="listitem"><span class="command"><strong>Disabling system extensions and clearing the addon whitelist</strong></span><p> Firefox addons can perform arbitrary activity on your computer, including bypassing Tor. It is for this reason we disable the addon whitelist (<span class="command"><strong>xpinstall.whitelist.add</strong></span>), so that users are prompted before installing addons regardless of the source. We also exclude system-level addons from the browser through the use of <span class="command"><strong>extensions.enabledScopes</strong></span> and <span class="command"><strong>extensions.autoDisableScopes</strong></span>. Furthermore, we set <span class="command"><strong>extensions.systemAddon.update.url</strong></span> and <span class="command"><strong> extensions.hotfix.id</strong></span> to an empty string in order to avoid the risk of getting extensions installed by Mozilla into Tor Browser. </p></li></ol></div></div><div class="sect2"><div class="titlepage"><div><div><h3 class="title"><a id="state-separation"></a>4.2. State Separation</h3></div></div></div><p> Tor Browser State is separated from existing browser state through use of a custom Firefox profile, and by setting the $HOME environment variable to the root of the bundle's directory. The browser also does not load any system-wide extensions (through the use of <span class="command"><strong>extensions.enabledScopes</strong></span> and <span class="command"><strong>extensions.autoDisableScopes</strong></span>). Furthermore, plugins are disabled, which prevents Flash cookies from leaking from a pre-existing Flash directory. </p></div><div class="sect2"><div class="titlepage"><div><div><h3 class="title"><a id="disk-avoidance"></a>4.3. Disk Avoidance</h3></div></div></div><div class="sect3"><div class="titlepage"><div><div><h4 class="title"><a id="idm357"></a>Design Goal:</h4></div></div></div><div class="blockquote"><blockquote class="blockquote"> The User Agent MUST (at user option) prevent all disk records of browser activity. The user SHOULD be able to optionally enable URL history and other history features if they so desire. </blockquote></div></div><div class="sect3"><div class="titlepage"><div><div><h4 class="title"><a id="idm360"></a>Implementation Status:</h4></div></div></div><div class="blockquote"><blockquote class="blockquote"> We are working towards this goal through several mechanisms. First, we set the Firefox Private Browsing preference <span class="command"><strong>browser.privatebrowsing.autostart</strong></span>. We also had to disable the media cache with the pref <span class="command"><strong>media.cache_size</strong></span>, to prevent HTML5 videos from being written to the OS temporary directory, which happened regardless of the private browsing mode setting. Finally, we needed to disable asm.js as it turns out that <a class="ulink" href="https://bugzilla.mozilla.org/show_bug.cgi?id=1047105" target="_top">asm.js cache entries get written to disk</a> in private browsing mode. This is done by setting <span class="command"><strong>javascript.options.asmjs</strong></span> to <span class="command"><strong>false</strong></span> (for linkability concerns with asm.js see below). </blockquote></div><div class="blockquote"><blockquote class="blockquote"> As an additional defense-in-depth measure, we set the following preferences: <span class="command"><strong></strong></span>, <span class="command"><strong>browser.cache.disk.enable</strong></span>, <span class="command"><strong>browser.cache.offline.enable</strong></span>, <span class="command"><strong>dom.indexedDB.enabled</strong></span>, <span class="command"><strong>network.cookie.lifetimePolicy</strong></span>, <span class="command"><strong>signon.rememberSignons</strong></span>, <span class="command"><strong>browser.formfill.enable</strong></span>, <span class="command"><strong>browser.download.manager.retention</strong></span>, <span class="command"><strong>browser.sessionstore.privacy_level</strong></span>, and <span class="command"><strong>network.cookie.lifetimePolicy</strong></span>. Many of these preferences are likely redundant with <span class="command"><strong>browser.privatebrowsing.autostart</strong></span>, but we have not done the auditing work to ensure that yet. </blockquote></div><div class="blockquote"><blockquote class="blockquote"> For more details on disk leak bugs and enhancements, see the <a class="ulink" href="https://trac.torproject.org/projects/tor/query?keywords=~tbb-disk-leak&status=!closed" target="_top">tbb-disk-leak tag in our bugtracker</a></blockquote></div></div></div><div class="sect2"><div class="titlepage"><div><div><h3 class="title"><a id="app-data-isolation"></a>4.4. Application Data Isolation</h3></div></div></div><p> Tor Browser MUST NOT cause any information to be written outside of the bundle directory. This is to ensure that the user is able to completely and safely remove it without leaving other traces of Tor usage on their computer. </p><p> To ensure Tor Browser directory isolation, we set <span class="command"><strong>browser.download.useDownloadDir</strong></span>, <span class="command"><strong>browser.shell.checkDefaultBrowser</strong></span>, and <span class="command"><strong>browser.download.manager.addToRecentDocs</strong></span>. We also set the $HOME environment variable to be the Tor Browser extraction directory. </p></div><div class="sect2"><div class="titlepage"><div><div><h3 class="title"><a id="identifier-linkability"></a>4.5. Cross-Origin Identifier Unlinkability</h3></div></div></div><p> The Cross-Origin Identifier Unlinkability design requirement is satisfied through first party isolation of all browser identifier sources. First party isolation means that all identifier sources and browser state are scoped (isolated) using the URL bar domain. This scoping is performed in combination with any additional third party scope. When first party isolation is used with explicit identifier storage that already has a constrained third party scope (such as cookies and DOM storage), this approach is referred to as "double-keying". </p><p> The benefit of this approach comes not only in the form of reduced linkability, but also in terms of simplified privacy UI. If all stored browser state and permissions become associated with the URL bar origin, the six or seven different pieces of privacy UI governing these identifiers and permissions can become just one piece of UI. For instance, a window that lists the URL bar origin for which browser state exists, possibly with a context-menu option to drill down into specific types of state or permissions. An example of this simplification can be seen in Figure 1. </p><div class="figure"><a id="idm393"></a><p class="title"><strong>Figure 1. Improving the Privacy UI</strong></p><div class="figure-contents"><div class="mediaobject" align="center"><img src="NewCookieManager.png" align="middle" alt="Improving the Privacy UI" /></div><div class="caption"><p></p> This example UI is a mock-up of how isolating identifiers to the URL bar domain can simplify the privacy UI for all data - not just cookies. Once browser identifiers and site permissions operate on a URL bar basis, the same privacy window can represent browsing history, DOM Storage, HTTP Auth, search form history, login values, and so on within a context menu for each site. </div></div></div><br class="figure-break" /><div class="sect3"><div class="titlepage"><div><div><h4 class="title"><a id="idm400"></a>Identifier Unlinkability Defenses in the Tor Browser</h4></div></div></div><p> Unfortunately, many aspects of browser state can serve as identifier storage, and no other browser vendor or standards body has invested the effort to enumerate or otherwise deal with these vectors for third party tracking. As such, we have had to enumerate and isolate these identifier sources on a piecemeal basis. Here is the list that we have discovered and dealt with to date: </p><div class="orderedlist"><ol class="orderedlist" type="1"><li class="listitem"><span class="command"><strong>Cookies</strong></span><p><span class="command"><strong>Design Goal:</strong></span> All cookies MUST be double-keyed to the URL bar origin and third-party origin. There exists a <a class="ulink" href="https://bugzilla.mozilla.org/show_bug.cgi?id=565965" target="_top">Mozilla bug</a> that contains a prototype patch, but it lacks UI, and does not apply to modern Firefox versions. </p><p><span class="command"><strong>Implementation Status:</strong></span> As a stopgap to satisfy our design requirement of unlinkability, we currently entirely disable 3rd party cookies by setting <span class="command"><strong>network.cookie.cookieBehavior</strong></span> to <span class="command"><strong>1</strong></span>. We would prefer that third party content continue to function, but we believe the requirement for unlinkability trumps that desire. </p></li><li class="listitem"><span class="command"><strong>Cache</strong></span><p><span class="command"><strong>Design Goal:</strong></span> All cache entries MUST be isolated to the URL bar domain. </p><p><span class="command"><strong>Implementation Status:</strong></span> In Firefox, there are actually several distinct caching mechanisms: One is for general content (HTML, JavaScript, CSS). That content cache is isolated to the URL bar domain by <a class="ulink" href="https://gitweb.torproject.org/tor-browser.git/commit/?h=tor-browser-45.8.0esr-6.5-2&id=9e88ab764b1c9c5d26a398ec6381eef88689929c" target="_top">altering each cache key</a> to include an additional ID that includes the URL bar domain. This functionality can be observed by navigating to <a class="ulink" href="about:cache" target="_top">about:cache</a> and viewing the key used for each cache entry. Each third party element should have an additional "string@:" property prepended, which will list the base domain that was used to source it. </p><p> Additionally, there is the image cache. Because it is a separate entity from the content cache, we had to patch Firefox to also <a class="ulink" href="https://gitweb.torproject.org/tor-browser.git/commit/?h=tor-browser-45.8.0esr-6.5-2&id=05749216781d470ab95c2d101dd28ad000d9161f" target="_top">isolate this cache per URL bar domain</a>. </p><p> Furthermore there is the Cache API (CacheStorage). That one is currently not available in Tor Browser as we do not allow third party cookies and are in Private Browsing Mode by default. </p><p> Finally, we have the asm.js cache. The cache entry of the sript is (among others things, like type of CPU, build ID, source characters of the asm.js module etc.) keyed <a class="ulink" href="https://blog.mozilla.org/luke/2014/01/14/asm-js-aot-compilation-and-startup-performance/" target="_top">to the origin of the script</a>. Lacking a good solution for binding it to the URL bar domain instead (and given the storage of asm.js modules in Private Browsing Mode) we decided to disable asm.js for the time being by setting <span class="command"><strong>javascript.options.asmjs</strong></span> to <span class="command"><strong>false</strong></span>. It remains to be seen whether keying the cache entry to the source characters of the asm.js module helps to avoid using it for cross-origin tracking of users. We did not investigate that yet. </p></li><li class="listitem"><span class="command"><strong>HTTP Authentication</strong></span><p> HTTP Authorization headers can be used to encode <a class="ulink" href="http://jeremiahgrossman.blogspot.com/2007/04/tracking-users-without-cookies.html" target="_top">silent third party tracking identifiers</a>. To prevent this, we remove HTTP authentication tokens for third party elements through a <a class="ulink" href="https://gitweb.torproject.org/tor-browser.git/commit/?h=tor-browser-45.8.0esr-6.5-2&id=5e686c690cbc33cf3fdf984e6f3d3fe7b4d83701" target="_top">patch to nsHTTPChannel</a>. </p></li><li class="listitem"><span class="command"><strong>DOM Storage</strong></span><p> DOM storage for third party domains MUST be isolated to the URL bar domain, to prevent linkability between sites. This functionality is provided through a <a class="ulink" href="https://gitweb.torproject.org/tor-browser.git/commit/?h=tor-browser-45.8.0esr-6.5-2&id=20fee895321a7a18e79547e74f6739786558c0e8" target="_top">patch to Firefox</a>. </p></li><li class="listitem"><span class="command"><strong>Flash cookies</strong></span><p><span class="command"><strong>Design Goal:</strong></span> Users should be able to click-to-play flash objects from trusted sites. To make this behavior unlinkable, we wish to include a settings file for all platforms that disables flash cookies using the <a class="ulink" href="http://www.macromedia.com/support/documentation/en/flashplayer/help/settings_manager03.html" target="_top">Flash settings manager</a>. </p><p><span class="command"><strong>Implementation Status:</strong></span> We are currently <a class="ulink" href="https://trac.torproject.org/projects/tor/ticket/3974" target="_top">having difficulties</a> causing Flash player to use this settings file on Windows, so Flash remains difficult to enable. </p></li><li class="listitem"><span class="command"><strong>SSL+TLS session resumption</strong></span><p><span class="command"><strong>Design Goal:</strong></span> TLS session resumption tickets and SSL Session IDs MUST be limited to the URL bar domain. </p><p><span class="command"><strong>Implementation Status:</strong></span> We disable TLS Session Tickets and SSL Session IDs by setting <span class="command"><strong>security.ssl.disable_session_identifiers</strong></span> to <span class="command"><strong>true</strong></span>. To compensate for the increased round trip latency from disabling these performance optimizations, we also enable <a class="ulink" href="https://tools.ietf.org/html/draft-bmoeller-tls-falsestart-00" target="_top">TLS False Start</a> via the Firefox Pref <span class="command"><strong>security.ssl.enable_false_start</strong></span>. </p></li><li class="listitem"><span class="command"><strong>Tor circuit and HTTP connection linkability</strong></span><p> Tor circuits and HTTP connections from a third party in one URL bar origin MUST NOT be reused for that same third party in another URL bar origin. </p><p> This isolation functionality is provided by a Torbutton component that <a class="ulink" href="" target="_top">sets the SOCKS username and password for each request</a>. The Tor client has logic to prevent connections with different SOCKS usernames and passwords from using the same Tor circuit. Firefox has existing logic to ensure that connections with SOCKS proxies do not re-use existing HTTP Keep-Alive connections unless the proxy settings match. <a class="ulink" href="https://bugzilla.mozilla.org/show_bug.cgi?id=1200802" target="_top">We extended this logic</a> to cover SOCKS username and password authentication, providing us with HTTP Keep-Alive unlinkability. </p></li><li class="listitem"><span class="command"><strong>SharedWorkers</strong></span><p> <a class="ulink" href="https://developer.mozilla.org/en-US/docs/Web/API/SharedWorker" target="_top">SharedWorkers</a> are a special form of JavaScript Worker threads that have a shared scope between all threads from the same Javascript origin. </p><p> The SharedWorker scope MUST be isolated to the URL bar domain. I.e. a SharedWorker launched from a third party from one URL bar domain MUST NOT have access to the objects created by that same third party loaded under another URL bar domain. This functionality is provided by a <a class="ulink" href="https://gitweb.torproject.org/tor-browser.git/commit/?h=tor-browser-45.8.0esr-6.5-2&id=d17c11445645908086c8d0af84e970e880f586eb" target="_top"> Firefox patch</a>. </p></li><li class="listitem"><span class="command"><strong>blob: URIs (URL.createObjectURL)</strong></span><p> The <a class="ulink" href="https://developer.mozilla.org/en-US/docs/Web/API/URL/createObjectURL" target="_top">URL.createObjectURL</a> API allows a site to load arbitrary content into a random UUID that is stored in the user's browser, and this content can be accessed via a URL of the form <span class="command"><strong>blob:UUID</strong></span> from any other content element anywhere on the web. While this UUID value is neither under control of the site nor predictable, it can still be used to tag a set of users that are of high interest to an adversary. </p><p><span class="command"><strong>Design Goal:</strong></span> URIs created with URL.createObjectURL MUST be limited in scope to the first party URL bar domain that created them. </p><p><span class="command"><strong>Implementation Status:</strong></span> We provide the isolation in Tor Browser via a <a class="ulink" href="https://gitweb.torproject.org/tor-browser.git/commit/?h=tor-browser-45.8.0esr-6.5-2&id=7eb0b7b7a9c7257140ae5683718e82f3f0884f4f" target="_top">direct patch to Firefox</a>. However, downloads of PDF files via the download button in the PDF viewer <a class="ulink" href="https://bugs.torproject.org/17933" target="_top">are not isolated yet</a>. </p></li><li class="listitem"><span class="command"><strong>SPDY and HTTP/2</strong></span><p><span class="command"><strong>Design Goal:</strong></span> SPDY and HTTP/2 connections MUST be isolated to the URL bar domain. Furthermore, all associated means that could be used for cross-domain user tracking (alt-svc headers come to mind) MUST adhere to this design principle as well. </p><p><span class="command"><strong>Implementation status:</strong></span> SPDY and HTTP/2 are currently disabled by setting the Firefox preferences <span class="command"><strong>network.http.spdy.enabled</strong></span>, <span class="command"><strong>network.http.spdy.enabled.v2</strong></span>, <span class="command"><strong>network.http.spdy.enabled.v3</strong></span>, <span class="command"><strong>network.http.spdy.enabled.v3-1</strong></span>, <span class="command"><strong>network.http.spdy.enabled.http2</strong></span>, <span class="command"><strong>network.http.spdy.enabled.http2draft</strong></span>, <span class="command"><strong>network.http.altsvc.enabled</strong></span>, and <span class="command"><strong>network.http.altsvc.oe</strong></span> to <span class="command"><strong>false</strong></span>. </p></li><li class="listitem"><span class="command"><strong>Automated cross-origin redirects</strong></span><p><span class="command"><strong>Design Goal:</strong></span> To prevent attacks aimed at subverting the Cross-Origin Identifier Unlinkability <a class="link" href="#privacy" title="2.2. Privacy Requirements">privacy requirement</a>, the browser MUST NOT store any identifiers (cookies, cache, DOM storage, HTTP auth, etc) for cross-origin redirect intermediaries that do not prompt for user input. For example, if a user clicks on a bit.ly URL that redirects to a doubleclick.net URL that finally redirects to a cnn.com URL, only cookies from cnn.com should be retained after the redirect chain completes. </p><p> Non-automated redirect chains that require user input at some step (such as federated login systems) SHOULD still allow identifiers to persist. </p><p><span class="command"><strong>Implementation status:</strong></span> There are numerous ways for the user to be redirected, and the Firefox API support to detect each of them is poor. We have a <a class="ulink" href="https://trac.torproject.org/projects/tor/ticket/3600" target="_top">trac bug open</a> to implement what we can. </p></li><li class="listitem"><span class="command"><strong>window.name</strong></span><p> <a class="ulink" href="https://developer.mozilla.org/En/DOM/Window.name" target="_top">window.name</a> is a magical DOM property that for some reason is allowed to retain a persistent value for the lifespan of a browser tab. It is possible to utilize this property for <a class="ulink" href="http://www.thomasfrank.se/sessionvars.html" target="_top">identifier storage</a>. </p><p> In order to eliminate non-consensual linkability but still allow for sites that utilize this property to function, we reset the window.name property of tabs in Torbutton every time we encounter a blank Referer. This behavior allows window.name to persist for the duration of a click-driven navigation session, but as soon as the user enters a new URL or navigates between HTTPS/HTTP schemes, the property is cleared. </p></li><li class="listitem"><span class="command"><strong>Auto form-fill</strong></span><p> We disable the password saving functionality in the browser as part of our <a class="link" href="#disk-avoidance" title="4.3. Disk Avoidance">Disk Avoidance</a> requirement. However, since users may decide to re-enable disk history records and password saving, we also set the <a class="ulink" href="http://kb.mozillazine.org/Signon.autofillForms" target="_top">signon.autofillForms</a> preference to false to prevent saved values from immediately populating fields upon page load. Since JavaScript can read these values as soon as they appear, setting this preference prevents automatic linkability from stored passwords. </p></li><li class="listitem"><span class="command"><strong>HSTS and HPKP supercookies</strong></span><p> An extreme (but not impossible) attack to mount is the creation of <a class="ulink" href="http://www.leviathansecurity.com/blog/archives/12-The-Double-Edged-Sword-of-HSTS-Persistence-and-Privacy.html" target="_top">HSTS</a> <a class="ulink" href="http://www.radicalresearch.co.uk/lab/hstssupercookies/" target="_top"> supercookies</a>. Since HSTS effectively stores one bit of information per domain name, an adversary in possession of numerous domains can use them to construct cookies based on stored HSTS state. </p><p> HPKP provides <a class="ulink" href="https://zyan.scripts.mit.edu/presentations/toorcon2015.pdf" target="_top"> a mechanism for user tracking</a> across domains as well. It allows abusing the requirement to provide a backup pin and the option to report a pin validation failure. In a tracking scenario every user gets a unique SHA-256 value serving as backup pin. This value is sent back after (deliberate) pin validation failures working in fact as a cookie. </p><p><span class="command"><strong>Design Goal:</strong></span> HSTS and HPKP MUST be isolated to the URL bar domain. </p><p><span class="command"><strong>Implementation Status:</strong></span> Currently, HSTS and HPKP state is both cleared by <a class="link" href="#new-identity" title="4.7. Long-Term Unlinkability via "New Identity" button">New Identity</a>, but we don't defend against the creation and usage of any of these supercookies between <span class="command"><strong>New Identity</strong></span> invocations. </p></li><li class="listitem"><span class="command"><strong>Broadcast Channels</strong></span><p> The BroadcastChannel API allows cross-site communication within the same origin. However, to avoid cross-origin linkability broadcast channels MUST instead be isolated to the URL bar domain. </p><p> We provide the isolation in Tor Browser via a <a class="ulink" href="https://gitweb.torproject.org/tor-browser.git/commit/?h=tor-browser-45.8.0esr-6.5-2&id=3460a38721810b5b7e785e18f202dde20b3434e8" target="_top">direct patch to Firefox</a>. If we lack a window for determining the URL bar domain (e.g. in some worker contexts) the use of broadcast channels is disabled. </p></li><li class="listitem"><span class="command"><strong>OCSP</strong></span><p> OCSP requests go to Certfication Authorities (CAs) to check for revoked certificates. They are sent once the browser is visiting a website via HTTPS and no cached results are available. Thus, to avoid information leaks, e.g. to exit relays, OCSP requests MUST go over the same circuit as the HTTPS request causing them and MUST therefore be isolated to the URL bar domain. The resulting cache entries MUST be bound to the URL bar domain as well. This functionality is provided by a <a class="ulink" href="https://gitweb.torproject.org/tor-browser.git/commit/?h=tor-browser-45.8.0esr-6.5-2&id=7eb1568275acd4fdf61359c9b1e97c2753e7b2be" target="_top">Firefox patch</a>. </p></li><li class="listitem"><span class="command"><strong>Favicons</strong></span><p> When visiting a website its favicon is fetched via a request originating from the browser itself (similar to the OCSP mechanism mentioned in the previous section). Those requests MUST be isolated to the URL bar domain. This functionality is provided by a <a class="ulink" href="https://gitweb.torproject.org/tor-browser.git/commit/?h=tor-browser-45.8.0esr-6.5-2&id=f29f3ff28bbc471ea209d2181770677223c394d1" target="_top">Firefox patch</a>. </p></li><li class="listitem"><span class="command"><strong>mediasource: URIs and MediaStreams</strong></span><p> Much like blob URLs, mediasource: URIs and MediaStreams can be used to tag users. Therefore, mediasource: URIs and MediaStreams MUST be isolated to the URL bar domain. This functionality is part of a <a class="ulink" href="https://gitweb.torproject.org/tor-browser.git/commit/?h=tor-browser-45.8.0esr-6.5-2&id=7eb0b7b7a9c7257140ae5683718e82f3f0884f4f" target="_top">Firefox patch</a> </p></li><li class="listitem"><span class="command"><strong>Speculative and prefetched connections</strong></span><p> Firefox provides the feature to <a class="ulink" href="https://www.igvita.com/2015/08/17/eliminating-roundtrips-with-preconnect/" target="_top">connect speculatively</a> to remote hosts if that is either indicated in the HTML file (e.g. by <a class="ulink" href="https://w3c.github.io/resource-hints/" target="_top">link rel="preconnect" and rel="prefetch"</a>) or otherwise deemed beneficial. </p><p> Firefox does not support rel="prerender", and Mozilla has disabled speculative connections and rel="preconnect" usage where a proxy is used (see <a class="ulink" href="https://trac.torproject.org/projects/tor/ticket/18762#comment:3" target="_top"> comment 3 in bug 18762</a> for further details). Explicit prefetching via the rel="prefetch" attribute is still performed, however. </p><p><span class="command"><strong>Design Goal:</strong></span> All pre-loaded links and speculative connections MUST be isolated to the URL bar domain, if enabled. This includes isolating both Tor circuit use, as well as the caching and associate browser state for the prefetched resource. </p><p><span class="command"><strong>Implementation Status:</strong></span> For automatic speculative connects and rel="preconnect", we leave them disabled as per the Mozilla default for proxy settings. However, if enabled, speculative connects will be isolated to the proper first party Tor circuit by the same mechanism as is used for HTTP Keep-alive. This is true for rel="prefetch" requests as well. For rel="preconnect", we isolate them <a class="ulink" href="https://gitweb.torproject.org/tor-browser.git/commit/?h=tor-browser-45.8.0esr-6.5-2&id=9126303651785d02f2df0554f391fffba0b0a00e" target="_top">via this patch</a>. This isolation makes both preconnecting and cache warming via rel=prefetch ineffective for links to domains other than the current URL bar domain. For links to the same domain as the URL bar domain, the full cache warming benefit is obtained. As an optimization, any preconnecting to domains other than the current URL bar domain can thus be disabled (perhaps with the exception of frames), but we do not do this. We allow these requests to proceed, but we isolate them. </p></li></ol></div><p> For more details on identifier linkability bugs and enhancements, see the <a class="ulink" href="https://trac.torproject.org/projects/tor/query?keywords=~tbb-linkability&status=!closed" target="_top">tbb-linkability tag in our bugtracker</a> </p></div></div><div class="sect2"><div class="titlepage"><div><div><h3 class="title"><a id="fingerprinting-linkability"></a>4.6. Cross-Origin Fingerprinting Unlinkability</h3></div></div></div><p> Browser fingerprinting is the act of inspecting browser behaviors and features in an attempt to differentiate and track individual users. </p><p> Fingerprinting attacks are typically broken up into passive and active vectors. Passive fingerprinting makes use of any information the browser provides automatically to a website without any specific action on the part of the website. Active fingerprinting makes use of any information that can be extracted from the browser by some specific website action, usually involving JavaScript. Some definitions of browser fingerprinting also include supercookies and cookie-like identifier storage, but we deal with those issues separately in the <a class="link" href="#identifier-linkability" title="4.5. Cross-Origin Identifier Unlinkability">preceding section on identifier linkability</a>. </p><p> For the most part, however, we do not differentiate between passive or active fingerprinting sources, since many active fingerprinting mechanisms are very rapid, and can be obfuscated or disguised as legitimate functionality. </p><p> Instead, we believe fingerprinting can only be rationally addressed if we understand where the problem comes from, what sources of issues are the most severe, what types of defenses are suitable for which sources, and have a consistent strategy for designing defenses that maximizes our ability to study defense efficacy. The following subsections address these issues from a high level, and we then conclude with a list of our current specific defenses. </p><div class="sect3"><div class="titlepage"><div><div><h4 class="title"><a id="fingerprinting-scope"></a>Sources of Fingerprinting Issues</h4></div></div></div><p> All browser fingerprinting issues arise from one of four primary sources: end-user configuration details, device and hardware characteristics, operating system vendor and version differences, and browser vendor and version differences. Additionally, user behavior itself provides one more source of potential fingerprinting. </p><p> In order to help prioritize and inform defenses, we now list these sources in order from most severe to least severe in terms of the amount of information they reveal, and describe them in more detail. </p><div class="orderedlist"><ol class="orderedlist" type="1"><li class="listitem"><span class="command"><strong>End-user Configuration Details</strong></span><p> End-user configuration details are by far the most severe threat to fingerprinting, as they will quickly provide enough information to uniquely identify a user. We believe it is essential to avoid exposing platform configuration details to website content at all costs. We also discourage excessive fine-grained customization of Tor Browser by minimizing and aggregating user-facing privacy and security options, as well as by discouraging the use of additional plugins and addons. When it is necessary to expose configuration details in the course of providing functionality, we strive to do so only on a per-site basis via site permissions, to avoid linkability. </p></li><li class="listitem"><span class="command"><strong>Device and Hardware Characteristics</strong></span><p> Device and hardware characteristics can be determined in three ways: they can be reported explicitly by the browser, they can be inferred through browser functionality, or they can be extracted through statistical measurements of system performance. We are most concerned with the cases where this information is either directly reported or can be determined via a single use of an API or feature, and prefer to either alter functionality to prevent exposing the most variable aspects of these characteristics, place such features behind site permissions, or disable them entirely. </p><p> On the other hand, because statistical inference of system performance requires many iterations to achieve accuracy in the face of noise and concurrent activity, we are less concerned with this mechanism of extracting this information. We also expect that reducing the resolution of JavaScript's time sources will significantly increase the duration of execution required to extract accurate results, and thus make statistical approaches both unattractive and highly noticeable due to excessive resource consumption. </p></li><li class="listitem"><span class="command"><strong>Operating System Vendor and Version Differences</strong></span><p> Operating system vendor and version differences permeate many different aspects of the browser. While it is possible to address these issues with some effort, the relative lack of diversity in operating systems causes us to primarily focus our efforts on passive operating system fingerprinting mechanisms at this point in time. For the purposes of protecting user anonymity, it is not strictly essential that the operating system be completely concealed, though we recognize that it is useful to reduce this differentiation ability where possible, especially for cases where the specific version of a system can be inferred. </p></li><li class="listitem"><span class="command"><strong>User Behavior</strong></span><p> While somewhat outside the scope of browser fingerprinting, for completeness it is important to mention that users themselves theoretically might be fingerprinted through their behavior while interacting with a website. This behavior includes e.g. keystrokes, mouse movements, click speed, and writing style. Basic vectors such as keystroke and mouse usage fingerprinting can be mitigated by altering JavaScript's notion of time. More advanced issues like writing style fingerprinting are the domain of <a class="ulink" href="https://github.com/psal/anonymouth/blob/master/README.md" target="_top">other tools</a>. </p></li><li class="listitem"><span class="command"><strong>Browser Vendor and Version Differences</strong></span><p> Due to vast differences in feature set and implementation behavior even between different (<a class="ulink" href="https://tsyrklevich.net/2014/10/28/abusing-strict-transport-security/" target="_top">minor</a>) versions of the same browser, browser vendor and version differences are simply not possible to conceal in any realistic way. It is only possible to minimize the differences among different installations of the same browser vendor and version. We make no effort to mimic any other major browser vendor, and in fact most of our fingerprinting defenses serve to differentiate Tor Browser users from normal Firefox users. Because of this, any study that lumps browser vendor and version differences into its analysis of the fingerprintability of a population is largely useless for evaluating either attacks or defenses. Unfortunately, this includes popular large-scale studies such as <a class="ulink" href="https://panopticlick.eff.org/" target="_top">Panopticlick</a> and <a class="ulink" href="https://amiunique.org/" target="_top">Am I Unique</a>. </p></li></ol></div></div><div class="sect3"><div class="titlepage"><div><div><h4 class="title"><a id="fingerprinting-defenses-general"></a>General Fingerprinting Defenses</h4></div></div></div><p> To date, the Tor Browser team has concerned itself only with developing defenses for APIs that have already been standardized and deployed. Once an API or feature has been standardized and widely deployed, defenses to the associated fingerprinting issues tend to have only a few options available to compensate for the lack of up-front privacy design. In our experience, so far these options have been limited to value spoofing, subsystem modification or reimplementation, virtualization, site permissions, and feature removal. We will now describe these options and the fingerprinting sources they tend to work best with. </p><div class="orderedlist"><ol class="orderedlist" type="1"><li class="listitem"><span class="command"><strong>Value Spoofing</strong></span><p> Value spoofing can be used for simple cases where the browser provides some aspect of the user's configuration details, devices, hardware, or operating system directly to a website. It becomes less useful when the fingerprinting method relies on behavior to infer aspects of the hardware or operating system, rather than obtain them directly. </p></li><li class="listitem"><span class="command"><strong>Subsystem Modification or Reimplementation</strong></span><p> In cases where simple spoofing is not enough to properly conceal underlying device characteristics or operating system details, the underlying subsystem that provides the functionality for a feature or API may need to be modified or completely reimplemented. This is most common in cases where customizable or version-specific aspects of the user's operating system are visible through the browser's featureset or APIs, usually because the browser directly exposes OS-provided implementations of underlying features. In these cases, such OS-provided implementations must be replaced by a generic implementation, or at least modified by an implementation wrapper layer that makes effort to conceal any user-customized aspects of the system. </p></li><li class="listitem"><span class="command"><strong>Virtualization</strong></span><p> Virtualization is needed when simply reimplementing a feature in a different way is insufficient to fully conceal the underlying behavior. This is most common in instances of device and hardware fingerprinting, but since the notion of time can also be virtualized, virtualization also can apply to any instance where an accurate measurement of wall clock time is required for a fingerprinting vector to attain high accuracy. </p></li><li class="listitem"><span class="command"><strong>Site Permissions</strong></span><p> In the event that reimplementation or virtualization is too expensive in terms of performance or engineering effort, and the relative expected usage of a feature is rare, site permissions can be used to prevent the usage of a feature for cross-site tracking. Unfortunately, site permissions become less effective once a feature is already widely overused and abused by many websites, since warning fatigue typically sets in for most users after just a few permission requests. </p></li><li class="listitem"><span class="command"><strong>Feature or Functionality Removal</strong></span><p> Due to the current bias in favor of invasive APIs that expose the maximum amount of platform information, some features and APIs are simply not salvageable in their current form. When such invasive features serve only a narrow domain or use case, or when there are alternate ways of accomplishing the same task, these features and/or certain aspects of their functionality may be simply removed. </p></li></ol></div></div><div class="sect3"><div class="titlepage"><div><div><h4 class="title"><a id="idm608"></a>Strategies for Defense: Randomization versus Uniformity</h4></div></div></div><p> When applying a form of defense to a specific fingerprinting vector or source, there are two general strategies available: either the implementation for all users of a single browser version can be made to behave as uniformly as possible, or the user agent can attempt to randomize its behavior so that each interaction between a user and a site provides a different fingerprint. </p><p> Although <a class="ulink" href="http://research.microsoft.com/pubs/209989/tr1.pdf" target="_top">some research suggests</a> that randomization can be effective, so far striving for uniformity has generally proved to be a better strategy for Tor Browser for the following reasons: </p><div class="orderedlist"><ol class="orderedlist" type="1"><li class="listitem"><span class="command"><strong>Evaluation and measurement difficulties</strong></span><p> The fact that randomization causes behaviors to differ slightly with every site visit makes it appealing at first glance, but this same property makes it very difficult to objectively measure its effectiveness. By contrast, an implementation that strives for uniformity is very simple to evaluate. Despite their current flaws, a properly designed version of <a class="ulink" href="https://panopticlick.eff.org/" target="_top">Panopticlick</a> or <a class="ulink" href="https://amiunique.org/" target="_top">Am I Unique</a> could report the entropy and uniqueness rates for all users of a single user agent version, without the need for complicated statistics about the variance of the measured behaviors. </p><p> Randomization (especially incomplete randomization) may also provide a false sense of security. When a fingerprinting attempt makes naive use of randomized information, a fingerprint will appear unstable, but may not actually be sufficiently randomized to impede a dedicated adversary. Sophisticated fingerprinting mechanisms may either ignore randomized information, or incorporate knowledge of the distribution and range of randomized values into the creation of a more stable fingerprint (by either removing the randomness, modeling it, or averaging it out). </p></li><li class="listitem"><span class="command"><strong>Randomization is not a shortcut</strong></span><p> While many end-user configuration details that the browser currently exposes may be safely replaced by false information, randomization of these details must be just as exhaustive as an approach that seeks to make these behaviors uniform. When confronting either strategy, the adversary can still make use of any details which have not been altered to be either sufficiently uniform or sufficiently random. </p><p> Furthermore, the randomization approach seems to break down when it is applied to deeper issues where underlying system functionality is directly exposed. In particular, it is not clear how to randomize the capabilities of hardware attached to a computer in such a way that it either convincingly behaves like other hardware, or such that the exact properties of the hardware that vary from user to user are sufficiently randomized. Similarly, truly concealing operating system version differences through randomization may require multiple reimplementations of the underlying operating system functionality to ensure that every operating system version is covered by the range of possible behaviors. </p></li><li class="listitem"><span class="command"><strong>Usability issues</strong></span><p> When randomization is introduced to features that affect site behavior, it can be very distracting for this behavior to change between visits of a given site. For the simplest cases, this will lead to minor visual nuisances. However, when this information affects reported functionality or hardware characteristics, sometimes a site will function one way on one visit, and another way on a subsequent visit. </p></li><li class="listitem"><span class="command"><strong>Performance costs</strong></span><p> Randomizing involves performance costs. This is especially true if the fingerprinting surface is large (like in a modern browser) and one needs more elaborate randomizing strategies (including randomized virtualization) to ensure that the randomization fully conceals the true behavior. Many calls to a cryptographically secure random number generator during the course of a page load will both serve to exhaust available entropy pools, as well as lead to increased computation while loading a page. </p></li><li class="listitem"><span class="command"><strong>Increased vulnerability surface</strong></span><p> Improper randomization might introduce a new fingerprinting vector, as the process of generating the values for the fingerprintable attributes could be itself susceptible to side-channel attacks, analysis, or exploitation. </p></li></ol></div></div><div class="sect3"><div class="titlepage"><div><div><h4 class="title"><a id="fingerprinting-defenses"></a>Specific Fingerprinting Defenses in the Tor Browser</h4></div></div></div><p> The following defenses are listed roughly in order of most severe fingerprinting threat first. This ordering is based on the above intuition that user configurable aspects of the computer are the most severe source of fingerprintability, followed by device characteristics and hardware, and then finally operating system vendor and version information. </p><p> Where our actual implementation differs from an ideal solution, we separately describe our <span class="command"><strong>Design Goal</strong></span> and our <span class="command"><strong>Implementation Status</strong></span>. </p><div class="orderedlist"><ol class="orderedlist" type="1"><li class="listitem"><span class="command"><strong>Plugins</strong></span><p> Plugins add to fingerprinting risk via two main vectors: their mere presence in window.navigator.plugins (because they are optional, end-user installed third party software), as well as their internal functionality. </p><p><span class="command"><strong>Design Goal:</strong></span> All plugins that have not been specifically audited or sandboxed MUST be disabled. To reduce linkability potential, even sandboxed plugins SHOULD NOT be allowed to load objects until the user has clicked through a click-to-play barrier. Additionally, version information SHOULD be reduced or obfuscated until the plugin object is loaded. For Flash, we wish to <a class="ulink" href="https://trac.torproject.org/projects/tor/ticket/3974" target="_top">provide a settings.sol file</a> to disable Flash cookies, and to restrict P2P features that are likely to bypass proxy settings. We'd also like to restrict access to fonts and other system information (such as IP address and MAC address) in such a sandbox. </p><p><span class="command"><strong>Implementation Status:</strong></span> Currently, we entirely disable all plugins in Tor Browser. However, as a compromise due to the popularity of Flash, we allow users to re-enable Flash, and flash objects are blocked behind a click-to-play barrier that is available only after the user has specifically enabled plugins. Flash is the only plugin available, the rest are entirely blocked from loading by the Firefox patches mentioned in the <a class="link" href="#proxy-obedience" title="4.1. Proxy Obedience">Proxy Obedience section</a>. We also set the Firefox preference <span class="command"><strong>plugin.expose_full_path</strong></span> to false, to avoid leaking plugin installation information. </p></li><li class="listitem"><span class="command"><strong>HTML5 Canvas Image Extraction</strong></span><p> After plugins and plugin-provided information, we believe that the <a class="ulink" href="https://developer.mozilla.org/en-US/docs/HTML/Canvas" target="_top">HTML5 Canvas</a> is the single largest fingerprinting threat browsers face today. <a class="ulink" href="https://cseweb.ucsd.edu/~hovav/dist/canvas.pdf" target="_top"> Studies</a> <a class="ulink" href="https://securehomes.esat.kuleuven.be/~gacar/persistent/the_web_never_forgets.pdf" target="_top">show</a> that the Canvas can provide an easy-access fingerprinting target: The adversary simply renders WebGL, font, and named color data to a Canvas element, extracts the image buffer, and computes a hash of that image data. Subtle differences in the video card, font packs, and even font and graphics library versions allow the adversary to produce a stable, simple, high-entropy fingerprint of a computer. In fact, the hash of the rendered image can be used almost identically to a tracking cookie by the web server. </p><p> In some sense, the canvas can be seen as the union of many other fingerprinting vectors. If WebGL is normalized through software rendering, system colors were standardized, and the browser shipped a fixed collection of fonts (see later points in this list), it might not be necessary to create a canvas permission. However, until then, to reduce the threat from this vector, we have patched Firefox to <a class="ulink" href="https://gitweb.torproject.org/tor-browser.git/commit/?h=tor-browser-45.8.0esr-6.5-2&id=526e6d0bc5c68d8c409cbaefc231c71973d949cc" target="_top">prompt before returning valid image data</a> to the Canvas APIs, and for access to isPointInPath and related functions. Moreover, we put media streams on a canvas behind the site permission in that patch as well. If the user hasn't previously allowed the site in the URL bar to access Canvas image data, pure white image data is returned to the JavaScript APIs. Extracting canvas image data by third parties is not allowed, though. </p><p> </p></li><li class="listitem"><span class="command"><strong>Open TCP Port and Local Network Fingerprinting</strong></span><p> In Firefox, by using either WebSockets or XHR, it is possible for remote content to <a class="ulink" href="http://www.andlabs.org/tools/jsrecon.html" target="_top">enumerate the list of TCP ports open on 127.0.0.1</a>, as well as on any other machines on the local network. In other browsers, this can be accomplished by DOM events on image or script tags. This open vs filtered vs closed port list can provide a very unique fingerprint of a machine, because it essentially enables the detection of many different popular third party applications and optional system services (Skype, Bitcoin, Bittorrent and other P2P software, SSH ports, SMB and related LAN services, CUPS and printer daemon config ports, mail servers, and so on). It is also possible to determine when ports are closed versus filtered/blocked (and thus probe custom firewall configuration). </p><p> In Tor Browser, we prevent access to 127.0.0.1/localhost by ensuring that even these requests are still sent by Firefox to our SOCKS proxy (ie we set <span class="command"><strong>network.proxy.no_proxies_on</strong></span> to the empty string). The local Tor client then rejects them, since it is configured to proxy for internal IP addresses by default. Access to the local network is forbidden via the same mechanism. We also disable the WebRTC API as mentioned previously, since even if it were usable over Tor, it still currently provides the local IP address and associated network information to websites. </p></li><li class="listitem"><span class="command"><strong>Invasive Authentication Mechanisms (NTLM and SPNEGO)</strong></span><p> Both NTLM and SPNEGO authentication mechanisms can leak the hostname, and in some cases the current username. The only reason why these aren't a more serious problem is that they typically involve user interaction, and likely aren't an attractive vector for this reason. However, because it is not clear if certain carefully-crafted error conditions in these protocols could cause them to reveal machine information and still fail silently prior to the password prompt, these authentication mechanisms should either be disabled, or placed behind a site permission before their use. We simply disable them. </p></li><li class="listitem"><span class="command"><strong>USB Device ID Enumeration via the GamePad API</strong></span><p> The <a class="ulink" href="https://developer.mozilla.org/en-US/docs/Web/Guide/API/Gamepad" target="_top">GamePad API</a> provides web pages with the <a class="ulink" href="https://dvcs.w3.org/hg/gamepad/raw-file/default/gamepad.html#widl-Gamepad-id" target="_top">USB device id, product id, and driver name</a> of all connected game controllers, as well as detailed information about their capabilities. </p><p> It's our opinion that this API needs to be completely redesigned to provide an abstract notion of a game controller rather than offloading all of the complexity associated with handling specific game controller models to web content authors. For systems without a game controller, a standard controller can be virtualized through the keyboard, which will serve to both improve usability by normalizing user interaction with different games, as well as eliminate fingerprinting vectors. Barring that, this API should be behind a site permission in Private Browsing Modes. For now though, we simply disable it via the pref <span class="command"><strong>dom.gamepad.enabled</strong></span>. </p></li><li class="listitem"><span class="command"><strong>Fonts</strong></span><p> According to the Panopticlick study, fonts provide the most linkability when they are provided as an enumerable list in file system order, via either the Flash or Java plugins. However, it is still possible to use CSS and/or JavaScript to query for the existence of specific fonts. With a large enough pre-built list to query, a large amount of fingerprintable information may still be available, especially given that additional fonts often end up installed by third party software and for multilingual support. </p><p><span class="command"><strong>Design Goal:</strong></span>Font-based fingerprinting MUST be rendered ineffective</p><p><span class="command"><strong>Implementation Status:</strong></span> We <a class="ulink" href="https://trac.torproject.org/projects/tor/ticket/13313" target="_top">investigated </a>shipping a predefined set of fonts to all of our users allowing only those fonts to be used by websites at the exclusion of system fonts. We are currently following this approach, which has been <a class="ulink" href="https://www.bamsoftware.com/papers/fontfp.pdf" target="_top"> suggested</a> <a class="ulink" href="https://cseweb.ucsd.edu/~hovav/dist/canvas.pdf" target="_top">by researchers</a> previously. This defense is available for all three supported platforms: Windows, macOS, and Linux, although the implementations vary in detail. </p><p> For Windows and macOS we use a preference, <span class="command"><strong>font.system.whitelist</strong></span>, to restrict fonts being used to those in the whitelist. This functionality is provided <a class="ulink" href="https://gitweb.torproject.org/tor-browser.git/commit/?h=tor-browser-45.8.0esr-6.5-2&id=80d233db514a556d7255034ae057b138527cb2ea" target="_top">by a Firefox patch</a>. The whitelist for Windows and macOS contains both a set of <a class="ulink" href="https://www.google.com/get/noto" target="_top">Noto fonts</a> which we bundle and fonts provided by the operating system. For Linux systems we only bundle fonts and <a class="ulink" href="https://gitweb.torproject.org/builders/tor-browser-bundle.git/commit/?id=b88443f6d8af62f763b069eb15e008a46d9b468a" target="_top"> deploy </a> a <span class="command"><strong>fonts.conf</strong></span> file to restrict the browser to use those fonts exclusively. In addition to that we set the <span class="command"><strong>font.name* </strong></span> preferences for macOS and Linux to make sure that a given code point is always displayed with the same font. This is not guaranteed even if we bundle all the fonts Tor Browser uses as it can happen that fonts are loaded in a different order on different systems. Setting the above mentioned preferences works around this issue by specifying the font to use explicitely. </p><p> Allowing fonts provided by the operating system for Windows and macOS users is currently a compromise between fingerprintability resistance and usability concerns. We are still investigating the right balance between them and have created a <a class="ulink" href="https://trac.torproject.org/projects/tor/ticket/18097" target="_top"> ticket in our bug tracker</a> to summarize the current state of our defense and future work that remains to be done. </p></li><li class="listitem"><span class="command"><strong>Monitor, Widget, and OS Desktop Resolution</strong></span><p> Both CSS and JavaScript have access to a lot of information about the screen resolution, usable desktop size, OS widget size, toolbar size, title bar size, and OS desktop widget sizing information that are not at all relevant to rendering and serve only to provide information for fingerprinting. Since many aspects of desktop widget positioning and size are user configurable, these properties yield customized information about the computer, even beyond the monitor size. </p><p><span class="command"><strong>Design Goal:</strong></span> Our design goal here is to reduce the resolution information down to the bare minimum required for properly rendering inside a content window. We intend to report all rendering information correctly with respect to the size and properties of the content window, but report an effective size of 0 for all border material, and also report that the desktop is only as big as the inner content window. Additionally, new browser windows are sized such that their content windows are one of a few fixed sizes based on the user's desktop resolution. In addition, to further reduce resolution-based fingerprinting, we are <a class="ulink" href="https://trac.torproject.org/projects/tor/ticket/7256" target="_top">investigating zoom/viewport-based mechanisms</a> that might allow us to always report the same desktop resolution regardless of the actual size of the content window, and simply scale to make up the difference. As an alternative to zoom-based solutions we are testing a <a class="ulink" href="https://trac.torproject.org/projects/tor/ticket/14429" target="_top">different approach</a> in our alpha series that tries to round the browser window at all times to a multiple 200x100 pixels. Regardless which solution we finally pick, until it will be available the user should also be informed that maximizing their windows can lead to fingerprintability under the current scheme. </p><p><span class="command"><strong>Implementation Status:</strong></span> We automatically resize new browser windows to a 200x100 pixel multiple <a class="ulink" href="https://gitweb.torproject.org/tor-browser.git/commit/?h=tor-browser-45.8.0esr-6.5-2&id=7b3e68bd7172d4f3feac11e74c65b06729a502b2" target="_top">based on desktop resolution</a> which is provided by a Firefox patch. To minimize the effect of the long tail of large monitor sizes, we also cap the window size at 1000 pixels in each direction. In addition to that we set <span class="command"><strong>privacy.resistFingerprinting</strong></span> to <span class="command"><strong>true</strong></span> to use the client content window size for window.screen, and to report a window.devicePixelRatio of 1.0. Similarly, we use that preference to return content window relative points for DOM events. We also force popups to open in new tabs (via <span class="command"><strong>browser.link.open_newwindow.restriction</strong></span>), to avoid full-screen popups inferring information about the browser resolution. In addition, we prevent auto-maximizing on browser start, and inform users that maximized windows are detrimental to privacy in this mode. </p></li><li class="listitem"><span class="command"><strong>Display Media information</strong></span><p> Beyond simple resolution information, a large amount of so-called "Media" information is also exported to content. Even without JavaScript, CSS has access to a lot of information about the device orientation, system theme colors, and other desktop and display features that are not at all relevant to rendering and also user configurable. Most of this information comes from <a class="ulink" href="https://developer.mozilla.org/en-US/docs/Web/Guide/CSS/Media_queries" target="_top">CSS Media Queries</a>, but Mozilla has exposed <a class="ulink" href="https://developer.mozilla.org/en-US/docs/Web/CSS/color_value#System_Colors" target="_top">several user and OS theme defined color values</a> to CSS as well. </p><p><span class="command"><strong>Design Goal:</strong></span> A website MUST NOT be able infer anything that the user has configured about their computer. Additionally, it SHOULD NOT be able to infer machine-specific details such as screen orientation or type. </p><p><span class="command"><strong>Implementation Status:</strong></span> We set <span class="command"><strong>ui.use_standins_for_native_colors</strong></span> to <span class="command"><strong>true </strong></span> and provide a <a class="ulink" href="https://gitweb.torproject.org/tor-browser.git/commit/?h=tor-browser-45.8.0esr-6.5-2&id=c6be9ba561a69250c7d5926d90e0112091453643" target="_top">Firefox patch</a> to report a fixed set of system colors to content window CSS, and prevent detection of font smoothing on macOS with the help of <span class="command"><strong>privacy.resistFingerprinting</strong></span>. We also always <a class="ulink" href="https://gitweb.torproject.org/tor-browser.git/commit/?h=tor-browser-45.8.0esr-6.5-2&id=5a159c6bfa310b4339555de389ac16cf8e13b3f5" target="_top"> report landscape-primary</a> for the <a class="ulink" href="https://w3c.github.io/screen-orientation/" target="_top">screen orientation</a>. </p></li><li class="listitem"><span class="command"><strong>WebGL</strong></span><p> WebGL is fingerprintable both through information that is exposed about the underlying driver and optimizations, as well as through performance fingerprinting. </p><p> Because of the large amount of potential fingerprinting vectors and the <a class="ulink" href="http://www.contextis.com/resources/blog/webgl/" target="_top">previously unexposed vulnerability surface</a>, we deploy a similar strategy against WebGL as for plugins. First, WebGL Canvases have click-to-play placeholders (provided by NoScript), and do not run until authorized by the user. Second, we obfuscate driver information by setting the Firefox preferences <span class="command"><strong>webgl.disable-extensions</strong></span>, <span class="command"><strong>webgl.min_capability_mode</strong></span>, and <span class="command"><strong>webgl.disable-fail-if-major-performance-caveat</strong></span> which reduce the information provided by the following WebGL API calls: <span class="command"><strong>getParameter()</strong></span>, <span class="command"><strong>getSupportedExtensions()</strong></span>, and <span class="command"><strong>getExtension()</strong></span>. To make the minimal WebGL mode usable we additionally <a class="ulink" href="https://gitweb.torproject.org/tor-browser.git/commit/?h=tor-browser-45.8.0esr-6.5-2&id=7b0caa1224c3417754d688344eacc97fbbabf7d5" target="_top"> normalize its properties with a Firefox patch</a>. </p><p> Another option for WebGL might be to use software-only rendering, using a library such as <a class="ulink" href="http://www.mesa3d.org/" target="_top">Mesa</a>. The use of such a library would avoid hardware-specific rendering differences. </p></li><li class="listitem"><span class="command"><strong>MediaDevices API</strong></span><p> The <a class="ulink" href="https://developer.mozilla.org/en-US/docs/Web/API/MediaDevices" target="_top"> MediaDevices API</a> provides access to connected media input devices like cameras and microphones, as well as screen sharing. In particular, it allows web content to easily enumerate those devices with <span class="command"><strong> MediaDevices.enumerateDevices()</strong></span>. This relies on WebRTC being compiled in which we currently don't do. Nevertheless, we disable this feature for now as a defense-in-depth by setting <span class="command"><strong>media.peerconnection.enabled</strong></span> and <span class="command"><strong>media.navigator.enabled</strong></span> to <span class="command"><strong>false</strong></span>. </p></li><li class="listitem"><span class="command"><strong>MIME Types</strong></span><p> Which MIME Types are registered with an operating system depends to a great deal on the application software and/or drivers a user chose to install. Web pages can not only estimate the amount of MIME types registered by checking <span class="command"><strong>navigator.mimetypes.length</strong></span>. Rather, they are even able to test whether particular MIME types are available which can have a non-negligible impact on a user's fingerprint. We prevent both of these information leaks with a direct <a class="ulink" href="https://gitweb.torproject.org/tor-browser.git/commit/?h=tor-browser-45.8.0esr-6.5-2&id=38999857761196b0b7f59f49ee93ae13f73c6149" target="_top">Firefox patch</a>. </p></li><li class="listitem"><span class="command"><strong>System Uptime</strong></span><p> It is possible to get the system uptime of a Tor Browser user by querying the <span class="command"><strong>Event.timestamp</strong></span> property. We avoid this by setting <span class="command"><strong> dom.event.highrestimestamp.enabled</strong></span> to <span class="command"><strong>true</strong></span>. </p></li><li class="listitem"><span class="command"><strong>Keyboard Layout Fingerprinting</strong></span><p> <span class="command"><strong>KeyboardEvent</strong></span>s provide a way for a website to find out information about the keyboard layout of its visitors. In fact there are <a class="ulink" href="https://developers.google.com/web/updates/2016/04/keyboardevent-keys-codes" target="_top"> several dimensions</a> to this fingerprinting vector. The <span class="command"><strong> KeyboardEvent.code</strong></span> property represents a physical key that can't be changed by the keyboard layout nor by the modifier state. On the other hand the <span class="command"><strong>KeyboardEvent.key</strong></span> property contains the character that is generated by that key. This is dependent on things like keyboard layout, locale and modifier keys. </p><p><span class="command"><strong>Design Goal:</strong></span> Websites MUST NOT be able to infer any information about the keyboard of a Tor Browser user. </p><p><span class="command"><strong>Implementation Status:</strong></span> We provide <a class="ulink" href="https://gitweb.torproject.org/tor-browser.git/commit/?h=tor-browser-45.8.0esr-6.5-2&id=a65b5269ff04e4fbbb3689e2adf853543804ffbf" target="_top">two</a> <a class="ulink" href="https://gitweb.torproject.org/tor-browser.git/commit/?h=tor-browser-45.8.0esr-6.5-2&id=383b8e7e073ea79e70f19858efe1c5fde64b99cf" target="_top">Firefox patches</a> that take care of spoofing <span class="command"><strong>KeyboardEvent.code</strong></span> and <span class="command"><strong> KeyboardEvent.keyCode</strong></span> by providing consensus (US-English-style) fake properties. This is achieved by hiding the user's use of the numpad, and any non-QWERTY US English keyboard. Characters from non-en-US languages are currently returning an empty <span class="command"><strong>KeyboardEvent.code</strong></span> and a <span class="command"><strong>KeyboardEvent.keyCode</strong></span> of <span class="command"><strong>0</strong></span>. Moreover, neither <span class="command"><strong>Alt</strong></span> or <span class="command"><strong>Shift</strong></span>, or <span class="command"><strong>AltGr</strong></span> keyboard events are reported to content. </p></li><li class="listitem"><span class="command"><strong>User Agent and HTTP Headers</strong></span><p><span class="command"><strong>Design Goal:</strong></span> All Tor Browser users MUST provide websites with an identical user agent and HTTP header set for a given request type. We omit the Firefox minor revision, and report a popular Windows platform. If the software is kept up to date, these headers should remain identical across the population even when updated. </p><p><span class="command"><strong>Implementation Status:</strong></span> Firefox provides several options for controlling the browser user agent string which we leverage. We also set similar prefs for controlling the Accept-Language and Accept-Charset headers, which we spoof to English by default. Additionally, we <a class="ulink" href="https://gitweb.torproject.org/tor-browser.git/commit/?h=tor-browser-45.8.0esr-6.5-2&id=848da9cdb2b7c09dc8ec335d687f535fc5c87a67" target="_top">remove content script access</a> to Components.interfaces, which <a class="ulink" href="http://pseudo-flaw.net/tor/torbutton/fingerprint-firefox.html" target="_top">can be used</a> to fingerprint OS, platform, and Firefox minor version. </p></li><li class="listitem"><span class="command"><strong>Timing-based Side Channels</strong></span><p> Attacks based on timing side channels are nothing new in the browser context. <a class="ulink" href="http://sip.cs.princeton.edu/pub/webtiming.pdf" target="_top">Cache-based</a>, <a class="ulink" href="https://www.abortz.net/papers/timingweb.pdf" target="_top">cross-site timing</a>, and <a class="ulink" href="https://www.contextis.com/documents/2/Browser_Timing_Attacks.pdf" target="_top"> pixel stealing</a>, to name just a few, got investigated in the past. While their fingerprinting potential varies all timing-based attacks have in common that they need sufficiently fine-grained clocks. </p><p><span class="command"><strong>Design Goal:</strong></span> Websites MUST NOT be able to fingerprint a Tor Browser user by exploiting timing-based side channels. </p><p><span class="command"><strong>Implementation Status:</strong></span> The cleanest solution to timing-based side channels would be to get rid of them. However, this does not seem to be trivial even considering just a <a class="ulink" href="https://bugzilla.mozilla.org/show_bug.cgi?id=711043" target="_top">single</a> <a class="ulink" href="https://cseweb.ucsd.edu/~dkohlbre/papers/subnormal.pdf" target="_top">side channel</a>. Thus, we rely on disabling all possible timing sources or making them coarse-grained enough in order to render timing side channels unsuitable as a means for fingerprinting browser users. </p><p> We set <span class="command"><strong>dom.enable_user_timing</strong></span> and <span class="command"><strong>dom.enable_resource_timing</strong></span> to <span class="command"><strong>false</strong></span> to disable these explicit timing sources. Furthermore, we clamp the resolution of explicit clocks to 100ms <a class="ulink" href="https://gitweb.torproject.org/tor-browser.git/commit/?h=tor-browser-45.8.0esr-6.5-2&id=1febc98f7ae5dbec845567415bd5b703ee45d774" target="_top">with a Firefox patch</a>. This includes <span class="command"><strong>performance.now()</strong></span>, <span class="command"><strong>new Date().getTime() </strong></span>, <span class="command"><strong>audioContext.currentTime</strong></span>, <span class="command"><strong> canvasStream.currentTime</strong></span>, <span class="command"><strong>video.currentTime</strong></span>, <span class="command"><strong>audio.currentTime</strong></span>, <span class="command"><strong>new File([], "").lastModified </strong></span>, and <span class="command"><strong>new File([], "").lastModifiedDate.getTime()</strong></span>. </p><p> While clamping the clock resolution to 100ms is a step towards neutering the timing-based side channel fingerprinting, it is by no means sufficient. It turns out that it is possible to subvert our clamping of explicit clocks by using <a class="ulink" href="https://www.usenix.org/system/files/conference/usenixsecurity16/sec16_paper_kohlbrenner.pdf" target="_top"> implicit ones</a>, e.g. extrapolating the true time by running a busy loop with a predictable operation in it. We are tracking <a class="ulink" href="https://trac.torproject.org/projects/tor/ticket/16110" target="_top">this problem </a> in our bug tracker and are working with the research community and Mozilla to develop and test a proper solution to this part of our defense against timing-based side channel fingerprinting risks. </p></li><li class="listitem"><span class="command"><strong>resource:// and chrome:// URIs Leaks</strong></span><p> Due to <a class="ulink" href="https://bugzilla.mozilla.org/show_bug.cgi?id=863246" target="_top">bugs </a> <a class="ulink" href="https://bugzilla.mozilla.org/show_bug.cgi?id=1120398" target="_top"> in Firefox</a> it is possible to detect the locale and the platform of a Tor Browser user. Moreover, it is possible to find out the extensions a user has installed. This is done by including resource:// and/or chrome:// URIs into web content which point to resources included in Tor Browser itself or in installed extensions. </p><p> We believe that it should be impossible for web content to extract information out of a Tor Browser user by deploying resource:// and/or chrome:// URIs. Until this is fixed in Firefox <a class="ulink" href="https://gitweb.torproject.org/torbutton.git/tree/src/components/content-policy.js" target="_top"> we filter</a> resource:// and chrome:// requests done by web content denying them by default. We need a whitelist of resource:// and chrome:// URIs, though, to avoid breaking parts of Firefox. Those nearly a dozen Firefox resources do not aid in fingerprinting Tor Browser users as they are not different on the platforms and in the locales we support. </p></li><li class="listitem"><span class="command"><strong>Locale Fingerprinting</strong></span><p> In Tor Browser, we provide non-English users the option of concealing their OS and browser locale from websites. It is debatable if this should be as high of a priority as information specific to the user's computer, but for completeness, we attempt to maintain this property. </p><p><span class="command"><strong>Implementation Status:</strong></span> We set the fallback character set to set to windows-1252 for all locales, via <span class="command"><strong>intl.charset.default</strong></span>. We also set <span class="command"><strong>javascript.use_us_english_locale</strong></span> to <span class="command"><strong>true</strong></span> to instruct the JS engine to use en-US as its internal C locale for all Date, Math, and exception handling. Additionally, we provide a patch to use an <a class="ulink" href="https://gitweb.torproject.org/tor-browser.git/commit/?h=tor-browser-45.8.0esr-6.5-2&id=0080b2d6bafcbfb8a57f54a26e53d7f74d239389" target="_top"> en-US label for the <span class="command"><strong>isindex</strong></span> HTML element</a> instead of letting the label leak the browser's UI locale. </p></li><li class="listitem"><span class="command"><strong>Timezone and Clock Offset</strong></span><p> While the latency in Tor connections varies anywhere from milliseconds to a few seconds, it is still possible for the remote site to detect large differences between the user's clock and an official reference time source. </p><p><span class="command"><strong>Design Goal:</strong></span> All Tor Browser users MUST report the same timezone to websites. Currently, we choose UTC for this purpose, although an equally valid argument could be made for EDT/EST due to the large English-speaking population density (coupled with the fact that we spoof a US English user agent). Additionally, the Tor software should detect if the users clock is significantly divergent from the clocks of the relays that it connects to, and use this to reset the clock values used in Tor Browser to something reasonably accurate. Alternatively, the browser can obtain this clock skew via a mechanism similar to that used in <a class="ulink" href="https://github.com/ioerror/tlsdate" target="_top">tlsdate</a>. </p><p><span class="command"><strong>Implementation Status:</strong></span> We <a class="ulink" href="https://gitweb.torproject.org/tor-browser.git/commit/?h=tor-browser-45.8.0esr-6.5-2&id=0ee3aa4cbeb1be3301d8960d0cf3a64831ea6d1b" target="_top"> set the timezone to UTC</a> with a Firefox patch using the TZ environment variable, which is supported on all platforms. Moreover, with an additional patch just needed for the Windows platform, <a class="ulink" href="https://gitweb.torproject.org/tor-browser.git/commit/?h=tor-browser-45.8.0esr-6.5-2&id=bdd0303a78347d17250950a4cf858de556afb1c7" target="_top"> we make sure</a> the TZ environment variable is respected by the <a class="ulink" href="http://site.icu-project.org/" target="_top">ICU library</a> as well. </p></li><li class="listitem"><span class="command"><strong>JavaScript Performance Fingerprinting</strong></span><p> <a class="ulink" href="http://w2spconf.com/2011/papers/jspriv.pdf" target="_top">JavaScript performance fingerprinting</a> is the act of profiling the performance of various JavaScript functions for the purpose of fingerprinting the JavaScript engine and the CPU. </p><p><span class="command"><strong>Design Goal:</strong></span> We have <a class="ulink" href="https://trac.torproject.org/projects/tor/ticket/3059" target="_top">several potential mitigation approaches</a> to reduce the accuracy of performance fingerprinting without risking too much damage to functionality. Our current favorite is to reduce the resolution of the Event.timeStamp and the JavaScript Date() object, while also introducing jitter. We believe that JavaScript time resolution may be reduced all the way up to the second before it seriously impacts site operation. Our goal with this quantization is to increase the amount of time it takes to mount a successful attack. <a class="ulink" href="http://w2spconf.com/2011/papers/jspriv.pdf" target="_top">Mowery et al</a> found that even with the default precision in most browsers, they required up to 120 seconds of amortization and repeated trials to get stable results from their feature set. We intend to work with the research community to establish the optimum trade-off between quantization+jitter and amortization time, as well as identify highly variable JavaScript operations. As long as these attacks take several seconds or more to execute, they are unlikely to be appealing to advertisers, and are also very likely to be noticed if deployed against a large number of people. </p><p><span class="command"><strong>Implementation Status:</strong></span> Currently, our mitigation against performance fingerprinting is to disable <a class="ulink" href="http://www.w3.org/TR/navigation-timing/" target="_top">Navigation Timing</a> through the Firefox preference <span class="command"><strong>dom.enable_performance</strong></span>, and to disable the <a class="ulink" href="https://developer.mozilla.org/en-US/docs/Web/API/HTMLVideoElement#Gecko-specific_properties" target="_top">Mozilla Video Statistics</a> API extensions via the preference <span class="command"><strong>media.video_stats.enabled</strong></span>. </p></li><li class="listitem"><span class="command"><strong>Keystroke Fingerprinting</strong></span><p> Keystroke fingerprinting is the act of measuring key strike time and key flight time. It is seeing increasing use as a biometric. </p><p><span class="command"><strong>Design Goal:</strong></span> We intend to rely on the same mechanisms for defeating JavaScript performance fingerprinting: timestamp quantization and jitter. </p><p><span class="command"><strong>Implementation Status:</strong></span> We clamp keyboard event resolution to 100ms with a <a class="ulink" href="https://gitweb.torproject.org/tor-browser.git/commit/?h=tor-browser-45.8.0esr-6.5-2&id=1febc98f7ae5dbec845567415bd5b703ee45d774" target="_top">Firefox patch</a>. </p></li><li class="listitem"><span class="command"><strong>Connection State</strong></span><p> It is possible to monitor the connection state of a browser over time with <a class="ulink" href="https://developer.mozilla.org/en-US/docs/Web/API/NavigatorOnLine/onLine" target="_top"> navigator.onLine</a>. We prevent this by setting <span class="command"><strong> network.manage-offline-status</strong></span> to <span class="command"><strong>false</strong></span>. </p></li><li class="listitem"><span class="command"><strong>Reader View</strong></span><p> <a class="ulink" href="https://support.mozilla.org/t5/Basic-Browsing/Firefox-Reader-View-for-clutter-free-web-pages/ta-p/38466" target="_top">Reader View</a> is a Firefox feature to view web pages clutter-free and easily adjusted to own needs and preferences. To avoid fingerprintability risks we make Tor Browser users uniform by setting <span class="command"><strong>reader.parse-on-load.enabled</strong></span> to <span class="command"><strong>false</strong></span> and <span class="command"><strong>browser.reader.detectedFirstArticle</strong></span> to <span class="command"><strong>true</strong></span>. </p></li><li class="listitem"><span class="command"><strong>Contacting Mozilla Services</strong></span><p> Tor Browser is based on Firefox which is a Mozilla product. Quite naturally, Mozilla is interested in making users aware of new features and in gathering information to learn about the most pressing needs Firefox users are facing. This is often implemented by contacting Mozilla services, be it for displaying further information about a new feature or by <a class="ulink" href="https://wiki.mozilla.org/Telemetry" target="_top">sending (aggregated) data back for analysis</a>. While some of those mechanisms are disabled by default on release channels (gathering telemetry data comes to mind) others are not. We make sure that non of those Mozilla services is contacted to avoid possible fingerprinting risks. </p><p> In particular, we disable GeoIP-based search results by setting <span class="command"><strong> browser.search.countryCode</strong></span> and <span class="command"><strong>browser.search.region </strong></span> to <span class="command"><strong>US</strong></span> and <span class="command"><strong>browser.search.geoip.url </strong></span> to the empty string. Furthermore, we disable Selfsupport and Unified Telemetry by setting <span class="command"><strong>browser.selfsupport.enabled</strong></span> and <span class="command"><strong> toolkit.telemetry.unified</strong></span> to <span class="command"><strong>false</strong></span> and we make sure no related ping is reaching Mozilla by setting <span class="command"><strong> datareporting.healthreport.about.reportUrlUnified</strong></span> to <span class="command"><strong> data:text/plain,</strong></span>. The same is done with <span class="command"><strong> datareporting.healthreport.about.reportUrl</strong></span> and the new tiles feature related <span class="command"><strong>browser.newtabpage.directory.ping</strong></span> and <span class="command"><strong> browser.newtabpage.directory.source</strong></span> preferences. Additionally, we disable the UITour backend by setting <span class="command"><strong>browser.uitour.enabled</strong></span> to <span class="command"><strong>false</strong></span>. </p></li><li class="listitem"><span class="command"><strong>Operating System Type Fingerprinting</strong></span><p> As we mentioned in the introduction of this section, OS type fingerprinting is currently considered a lower priority, due simply to the numerous ways that characteristics of the operating system type may leak into content, and the comparatively low contribution of OS to overall entropy. In particular, there are likely to be many ways to measure the differences in widget size, scrollbar size, and other rendered details on a page. Also, directly exported OS routines (such as those from the standard C math library) expose differences in their implementations through their return values. </p><p><span class="command"><strong>Design Goal:</strong></span> We intend to reduce or eliminate OS type fingerprinting to the best extent possible, but recognize that the effort for reward on this item is not as high as other areas. The entropy on the current OS distribution is somewhere around 2 bits, which is much lower than other vectors which can also be used to fingerprint configuration and user-specific information. You can see the major areas of OS fingerprinting we're aware of using the <a class="ulink" href="https://trac.torproject.org/projects/tor/query?keywords=~tbb-fingerprinting-os" target="_top">tbb-fingerprinting-os tag on our bug tracker</a>. </p><p><span class="command"><strong>Implementation Status:</strong></span> At least three HTML5 features have different implementation status across the major OS vendors and/or the underlying hardware: the <a class="ulink" href="https://developer.mozilla.org/en-US/docs/DOM/window.navigator.battery" target="_top">Battery API</a>, the <a class="ulink" href="https://developer.mozilla.org/en-US/docs/DOM/window.navigator.connection" target="_top">Network Connection API</a>, and the <a class="ulink" href="https://wiki.mozilla.org/Sensor_API" target="_top">Sensor API</a>. We disable these APIs through the Firefox preferences <span class="command"><strong>dom.battery.enabled</strong></span>, <span class="command"><strong>dom.network.enabled</strong></span>, and <span class="command"><strong>device.sensors.enabled</strong></span>. </p></li></ol></div><p> For more details on fingerprinting bugs and enhancements, see the <a class="ulink" href="https://trac.torproject.org/projects/tor/query?keywords=~tbb-fingerprinting&status=!closed" target="_top">tbb-fingerprinting tag in our bug tracker</a> </p></div></div><div class="sect2"><div class="titlepage"><div><div><h3 class="title"><a id="new-identity"></a>4.7. Long-Term Unlinkability via "New Identity" button</h3></div></div></div><p> In order to avoid long-term linkability, we provide a "New Identity" context menu option in Torbutton. This context menu option is active if Torbutton can read the environment variables $TOR_CONTROL_PASSWD and $TOR_CONTROL_PORT. </p><div class="sect3"><div class="titlepage"><div><div><h4 class="title"><a id="idm914"></a>Design Goal:</h4></div></div></div><div class="blockquote"><blockquote class="blockquote"> All linkable identifiers and browser state MUST be cleared by this feature. </blockquote></div></div><div class="sect3"><div class="titlepage"><div><div><h4 class="title"><a id="idm917"></a>Implementation Status:</h4></div></div></div><div class="blockquote"><blockquote class="blockquote"><p> First, Torbutton disables JavaScript in all open tabs and windows by using both the <a class="ulink" href="https://developer.mozilla.org/en-US/docs/XPCOM_Interface_Reference/nsIDocShell#Attributes" target="_top">browser.docShell.allowJavaScript</a> attribute as well as <a class="ulink" href="https://developer.mozilla.org/en-US/docs/XPCOM_Interface_Reference/nsIDOMWindowUtils#suppressEventHandling%28%29" target="_top">nsIDOMWindowUtil.suppressEventHandling()</a>. We then stop all page activity for each tab using <a class="ulink" href="https://developer.mozilla.org/en-US/docs/XPCOM_Interface_Reference/nsIWebNavigation#stop%28%29" target="_top">browser.webNavigation.stop(nsIWebNavigation.STOP_ALL)</a>. We then clear the site-specific Zoom by temporarily disabling the preference <span class="command"><strong>browser.zoom.siteSpecific</strong></span>, and clear the GeoIP wifi token URL <span class="command"><strong>geo.wifi.access_token</strong></span> and the last opened URL preference (if it exists). Each tab is then closed. </p><p> After closing all tabs, we then clear the searchbox and findbox text and emit "<a class="ulink" href="https://developer.mozilla.org/en-US/docs/Supporting_private_browsing_mode#Private_browsing_notifications" target="_top">browser:purge-session-history</a>" (which instructs addons and various Firefox components to clear their session state). Then we manually clear the following state: HTTP auth, SSL state, crypto tokens, OCSP state, site-specific content preferences (including HSTS state), the undo tab history, content and image cache, offline and memory cache, offline storage, cookies, DOM storage, the safe browsing key, the Google wifi geolocation token (if it exists), and the domain isolator state. We also clear NoScript's site and temporary permissions, and all other browser site permissions. </p><p> After the state is cleared, we then close all remaining HTTP keep-alive connections and then send the NEWNYM signal to the Tor control port to cause a new circuit to be created. </p><p> Finally, a fresh browser window is opened, and the current browser window is closed (this does not spawn a new Firefox process, only a new window). Upon the close of the final window, an unload handler is fired to invoke the <a class="ulink" href="https://developer.mozilla.org/en-US/docs/Mozilla/Tech/XPCOM/Reference/Interface/nsIDOMWindowUtils#garbageCollect%28%29" target="_top">garbage collector</a>, which has the effect of immediately purging any blob:UUID URLs that were created by website content via <a class="ulink" href="https://developer.mozilla.org/en-US/docs/Web/API/URL/createObjectURL" target="_top">URL.createObjectURL</a>. </p></blockquote></div></div></div><div class="sect2"><div class="titlepage"><div><div><h3 class="title"><a id="other-security"></a>4.8. Other Security Measures</h3></div></div></div><p> In addition to the above mechanisms that are devoted to preserving privacy while browsing, we also have a number of technical mechanisms to address other privacy and security issues. </p><div class="orderedlist"><ol class="orderedlist" type="1"><li class="listitem"><a id="security-slider"></a><span class="command"><strong>Security Slider</strong></span><p> In order to provide vulnerability surface reduction for users that need high security, we have implemented a "Security Slider" to allow users to make a tradeoff between usability and security while minimizing the total number of choices (to reduce fingerprinting). Using metrics collected from Mozilla's bug tracker, we analyzed the vulnerability counts of core components, and used <a class="ulink" href="https://github.com/iSECPartners/publications/tree/master/reports/Tor%20Browser%20Bundle" target="_top">information gathered from a study performed by iSec Partners</a> to inform which features should be disabled at which security levels. </p><p> The Security Slider consists of three positions: </p><div class="itemizedlist"><ul class="itemizedlist" style="list-style-type: disc; "><li class="listitem"><span class="command"><strong>Low (default)</strong></span><p> At this security level, the preferences are the Tor Browser defaults. This includes three features that were formerly governed by the slider at higher security levels: <span class="command"><strong>gfx.font_rendering.graphite.enabled</strong></span> is set to <span class="command"><strong>false</strong></span> now after Mozilla got convinced that <a class="ulink" href="https://bugzilla.mozilla.org/show_bug.cgi?id=1255731" target="_top">leaving it enabled is too risky</a>. <span class="command"><strong>network.jar.block-remote-files</strong></span> is set to <span class="command"><strong>true</strong></span>. Mozilla tried to block remote JAR files in Firefox 45 but needed to revert that decision due to breaking IBM's iNotes. While Mozilla <a class="ulink" href="https://bugzilla.mozilla.org/show_bug.cgi?id=1329336" target="_top"> is working on getting this disabled again</a> we take the protective stance already now and block remote JAR files even on the low security level. Finally, we exempt asm.js from the security slider and block it on all levels. See the <a class="link" href="#disk-avoidance" title="4.3. Disk Avoidance">Disk Avoidance</a> and the cache linkability concerns in the <a class="link" href="#identifier-linkability" title="4.5. Cross-Origin Identifier Unlinkability">Cross-Origin Identifier Unlinkability</a> sections for further details. </p></li><li class="listitem"><span class="command"><strong>Medium</strong></span><p> At this security level, we disable the ION JIT (<span class="command"><strong>javascript.options.ion.content</strong></span>), TypeInference JIT (<span class="command"><strong>javascript.options.typeinference</strong></span>), Baseline JIT (<span class="command"><strong>javascript.options.baselinejit.content</strong></span>), WebAudio (<span class="command"><strong>media.webaudio.enabled</strong></span>), MathML (<span class="command"><strong>mathml.disabled</strong></span>), SVG Opentype font rendering (<span class="command"><strong>gfx.font_rendering.opentype_svg.enabled</strong></span>), and make HTML5 audio and video click-to-play via NoScript (<span class="command"><strong>noscript.forbidMedia</strong></span>). Furthermore, we only allow JavaScript to run if it is loaded over HTTPS and the URL bar is HTTPS (by setting <span class="command"><strong>noscript.global</strong></span> to false and <span class="command"><strong>noscript.globalHttpsWhitelist</strong></span> to true). </p></li><li class="listitem"><span class="command"><strong>High</strong></span><p> This security level inherits the preferences from the Medium level, and additionally disables remote fonts (<span class="command"><strong>noscript.forbidFonts</strong></span>), completely disables JavaScript (by unsetting <span class="command"><strong>noscript.globalHttpsWhitelist</strong></span>), and disables SVG images (<span class="command"><strong>svg.in-content.enabled</strong></span>). </p></li></ul></div></li><li class="listitem"><a id="traffic-fingerprinting-defenses"></a><span class="command"><strong>Website Traffic Fingerprinting Defenses</strong></span><p> <a class="link" href="#website-traffic-fingerprinting">Website Traffic Fingerprinting</a> is a statistical attack to attempt to recognize specific encrypted website activity. </p><div class="sect3"><div class="titlepage"><div><div><h4 class="title"><a id="idm975"></a>Design Goal:</h4></div></div></div><div class="blockquote"><blockquote class="blockquote"><p> We want to deploy a mechanism that reduces the accuracy of <a class="ulink" href="https://en.wikipedia.org/wiki/Feature_selection" target="_top">useful features</a> available for classification. This mechanism would either impact the true and false positive accuracy rates, <span class="emphasis"><em>or</em></span> reduce the number of web pages that could be classified at a given accuracy rate. </p><p> Ideally, this mechanism would be as light-weight as possible, and would be tunable in terms of overhead. We suspect that it may even be possible to deploy a mechanism that reduces feature extraction resolution without any network overhead. In the no-overhead category, we have <a class="ulink" href="http://freehaven.net/anonbib/cache/LZCLCP_NDSS11.pdf" target="_top">HTTPOS</a> and <a class="ulink" href="https://blog.torproject.org/blog/experimental-defense-website-traffic-fingerprinting" target="_top">better use of HTTP pipelining and/or SPDY</a>. In the tunable/low-overhead category, we have <a class="ulink" href="https://arxiv.org/abs/1512.00524" target="_top">Adaptive Padding</a> and <a class="ulink" href="http://www.cs.sunysb.edu/~xcai/fp.pdf" target="_top"> Congestion-Sensitive BUFLO</a>. It may be also possible to <a class="ulink" href="https://trac.torproject.org/projects/tor/ticket/7028" target="_top">tune such defenses</a> such that they only use existing spare Guard bandwidth capacity in the Tor network, making them also effectively no-overhead. </p></blockquote></div></div><div class="sect3"><div class="titlepage"><div><div><h4 class="title"><a id="idm987"></a>Implementation Status:</h4></div></div></div><div class="blockquote"><blockquote class="blockquote"><p> Currently, we patch Firefox to <a class="ulink" href="https://gitweb.torproject.org/tor-browser.git/commit/?h=tor-browser-45.8.0esr-6.5-2&id=60f9e7f73f3dba5542f7fbe882f7c804cb8ecc18" target="_top">randomize pipeline order and depth</a>. Unfortunately, pipelining is very fragile. Many sites do not support it, and even sites that advertise support for pipelining may simply return error codes for successive requests, effectively forcing the browser into non-pipelined behavior. Firefox also has code to back off and reduce or eliminate the pipeline if this happens. These shortcomings and fallback behaviors are the primary reason that Google developed SPDY as opposed to simply extending HTTP to improve pipelining. It turns out that we could actually deploy exit-side proxies that allow us to <a class="ulink" href="https://gitweb.torproject.org/torspec.git/tree/proposals/ideas/xxx-using-spdy.txt" target="_top">use SPDY from the client to the exit node</a>. This would make our defense not only free, but one that actually <span class="emphasis"><em>improves</em></span> performance. </p><p> Knowing this, we created this defense as an <a class="ulink" href="https://blog.torproject.org/blog/experimental-defense-website-traffic-fingerprinting" target="_top">experimental research prototype</a> to help evaluate what could be done in the best case with full server support. Unfortunately, the bias in favor of compelling attack papers has caused academia to ignore this request thus far, instead publishing only cursory (yet "devastating") evaluations that fail to provide even simple statistics such as the rates of actual pipeline utilization during their evaluations, in addition to the other shortcomings and shortcuts <a class="link" href="#website-traffic-fingerprinting">mentioned earlier</a>. We can accept that our defense might fail to work as well as others (in fact we expect it), but unfortunately the very same shortcuts that provide excellent attack results also allow the conclusion that all defenses are broken forever. So sadly, we are still left in the dark on this point. </p></blockquote></div></div></li><li class="listitem"><span class="command"><strong>Privacy-preserving update notification</strong></span><p> In order to inform the user when their Tor Browser is out of date, we perform a privacy-preserving update check asynchronously in the background. The check uses Tor to download the file <a class="ulink" href="https://check.torproject.org/RecommendedTBBVersions" target="_top">https://check.torproject.org/RecommendedTBBVersions</a> and searches that version list for the current value for the local preference <span class="command"><strong>torbrowser.version</strong></span>. If the value from our preference is present in the recommended version list, the check is considered to have succeeded and the user is up to date. If not, it is considered to have failed and an update is needed. The check is triggered upon browser launch, new window, and new tab, but is rate limited so as to happen no more frequently than once every 1.5 hours. </p><p> If the check fails, we cache this fact, and update the Torbutton graphic to display a flashing warning icon and insert a menu option that provides a link to our download page. Additionally, we reset the value for the browser homepage to point to a <a class="ulink" href="https://check.torproject.org/?lang=en-US&small=1&uptodate=0" target="_top">page that informs the user</a> that their browser is out of date. </p><p> We also make use of the in-browser Mozilla updater, and have <a class="ulink" href="https://gitweb.torproject.org/tor-browser.git/commit/?h=tor-browser-45.8.0esr-6.5-2&id=a5a23f5d316a850f11063ead15353d677c9153fd" target="_top">patched the updater</a> to avoid sending OS and Kernel version information as part of its update pings. </p></li></ol></div></div></div><div class="sect1"><div class="titlepage"><div><div><h2 class="title" style="clear: both"><a id="BuildSecurity"></a>5. Build Security and Package Integrity</h2></div></div></div><p> In the age of state-sponsored malware, <a class="ulink" href="https://blog.torproject.org/blog/deterministic-builds-part-one-cyberwar-and-global-compromise" target="_top">we believe</a> it is impossible to expect to keep a single build machine or software signing key secure, given the class of adversaries that Tor has to contend with. For this reason, we have deployed a build system that allows anyone to use our source code to reproduce byte-for-byte identical binary packages to the ones that we distribute. </p><div class="sect2"><div class="titlepage"><div><div><h3 class="title"><a id="idm1010"></a>5.1. Achieving Binary Reproducibility</h3></div></div></div><p> The GNU toolchain has been working on providing reproducible builds for some time, however a large software project such as Firefox typically ends up embedding a large number of details about the machine it was built on, both intentionally and inadvertently. Additionally, manual changes to the build machine configuration can accumulate over time and are difficult for others to replicate externally, which leads to difficulties with binary reproducibility. </p><p> For this reason, we decided to leverage the work done by the <a class="ulink" href="https://gitian.org/" target="_top">Gitian Project</a> from the Bitcoin community. Gitian is a wrapper around Ubuntu's virtualization tools that allows you to specify an Ubuntu or Debian version, architecture, a set of additional packages, a set of input files, and a bash build scriptlet in an YAML document called a "Gitian Descriptor". This document is used to install a qemu-kvm image, and execute your build scriptlet inside it. </p><p> We have created a <a class="ulink" href="https://gitweb.torproject.org/builders/tor-browser-bundle.git/tree/refs/heads/master" target="_top">set of wrapper scripts</a> around Gitian to automate dependency download and authentication, as well as transfer intermediate build outputs between the stages of the build process. Because Gitian creates a Linux build environment, we must use cross-compilation to create packages for Windows and macOS. For Windows, we use mingw-w64 as our cross compiler. For macOS, we use cctools and clang and a binary redistribution of the Mac OS 10.7 SDK. </p><p> The use of the Gitian system eliminates build non-determinism by normalizing the build environment's hostname, username, build path, uname output, toolchain versions, and time. On top of what Gitian provides, we also had to address the following additional sources of non-determinism: </p><div class="orderedlist"><ol class="orderedlist" type="1"><li class="listitem"><span class="command"><strong>Filesystem and archive reordering</strong></span><p> The most prevalent source of non-determinism in the components of Tor Browser by far was various ways that archives (such as zip, tar, jar/ja, DMG, and Firefox manifest lists) could be reordered. Many file archivers walk the file system in inode structure order by default, which will result in ordering differences between two different archive invocations, especially on machines of different disk and hardware configurations. </p><p> The fix for this is to perform an additional sorting step on the input list for archives, but care must be taken to instruct libc and other sorting routines to use a fixed locale to determine lexicographic ordering, or machines with different locale settings will produce different sort results. We chose the 'C' locale for this purpose. We created wrapper scripts for <a class="ulink" href="https://gitweb.torproject.org/builders/tor-browser-bundle.git/tree/gitian/build-helpers/dtar.sh" target="_top">tar</a>, <a class="ulink" href="https://gitweb.torproject.org/builders/tor-browser-bundle.git/tree/gitian/build-helpers/dzip.sh" target="_top">zip</a>, and <a class="ulink" href="https://gitweb.torproject.org/builders/tor-browser-bundle.git/tree/gitian/build-helpers/ddmg.sh" target="_top">DMG</a> to aid in reproducible archive creation. </p></li><li class="listitem"><span class="command"><strong>Uninitialized memory in toolchain/archivers</strong></span><p> We ran into difficulties with both binutils and the DMG archive script using uninitialized memory in certain data structures that ended up written to disk. Our binutils fixes were merged upstream, but the DMG archive fix remains an <a class="ulink" href="https://gitweb.torproject.org/builders/tor-browser-bundle.git/tree/gitian/patches/libdmg.patch" target="_top">independent patch</a>. </p></li><li class="listitem"><span class="command"><strong>Fine-grained timestamps and timezone leaks</strong></span><p> The standard way of controlling timestamps in Gitian is to use libfaketime, which hooks time-related library calls to provide a fixed timestamp. However, due to our use of wine to run py2exe for python-based pluggable transports, pyc timestamps had to be addressed with an additional <a class="ulink" href="https://gitweb.torproject.org/builders/tor-browser-bundle.git/tree/gitian/build-helpers/pyc-timestamp.sh" target="_top">helper script</a>. The timezone leaks were addressed by setting the <span class="command"><strong>TZ</strong></span> environment variable to UTC in our descriptors. </p></li><li class="listitem"><span class="command"><strong>Deliberately generated entropy</strong></span><p> In two circumstances, deliberately generated entropy was introduced in various components of the build process. First, the BuildID Debuginfo identifier (which associates detached debug files with their corresponding stripped executables) was introducing entropy from some unknown source. We removed this header using objcopy invocations in our build scriptlets, and opted to use GNU DebugLink instead of BuildID for this association. </p><p> Second, on Linux, Firefox builds detached signatures of its cryptographic libraries using a temporary key for FIPS-140 certification. A rather insane subsection of the FIPS-140 certification standard requires that you distribute signatures for all of your cryptographic libraries. The Firefox build process meets this requirement by generating a temporary key, using it to sign the libraries, and discarding the private portion of that key. Because there are many other ways to intercept the crypto outside of modifying the actual DLL images, we opted to simply remove these signature files from distribution. There simply is no way to verify code integrity on a running system without both OS and co-processor assistance. Download package signatures make sense of course, but we handle those another way (as mentioned above). </p></li><li class="listitem"><span class="command"><strong>LXC-specific leaks</strong></span><p> Gitian provides an option to use LXC containers instead of full qemu-kvm virtualization. Unfortunately, these containers can allow additional details about the host OS to leak. In particular, umask settings as well as the hostname and Linux kernel version can leak from the host OS into the LXC container. We addressed umask by setting it explicitly in our Gitian descriptor scriptlet, and addressed the hostname and kernel version leaks by directly patching the aspects of the Firefox build process that included this information into the build. It also turns out that some libraries (in particular: libgmp) attempt to detect the current CPU to determine which optimizations to compile in. This CPU type is uniform on our KVM instances, but differs under LXC. </p></li></ol></div></div><div class="sect2"><div class="titlepage"><div><div><h3 class="title"><a id="idm1042"></a>5.2. Package Signatures and Verification</h3></div></div></div><p> The build process generates a single sha256sums-unsigned-build.txt file that contains a sorted list of the SHA-256 hashes of every package produced for that build version. Each official builder uploads this file and a GPG signature of it to a directory on a Tor Project's web server. The build scripts have an optional matching step that downloads these signatures, verifies them, and ensures that the local builds match this file. </p><p> When builds are published officially, the single sha256sums-unsigned-build.txt file is accompanied by a detached GPG signature from each official builder that produced a matching build. The packages are additionally signed with detached GPG signatures from an official signing key. </p><p> The fact that the entire set of packages for a given version can be authenticated by a single hash of the sha256sums-unsigned-build.txt file will also allow us to create a number of auxiliary authentication mechanisms for our packages, beyond just trusting a single offline build machine and a single cryptographic key's integrity. Interesting examples include providing multiple independent cryptographic signatures for packages, listing the package hashes in the Tor consensus, and encoding the package hashes in the Bitcoin blockchain. </p><p> The Windows releases are also signed by a hardware token provided by Digicert. In order to verify package integrity, the signature must be stripped off using the osslsigncode tool, as described on the <a class="ulink" href="https://www.torproject.org/docs/verifying-signatures.html.en#BuildVerification" target="_top">Signature Verification</a> page. </p></div><div class="sect2"><div class="titlepage"><div><div><h3 class="title"><a id="idm1049"></a>5.3. Anonymous Verification</h3></div></div></div><p> Due to the fact that bit-identical packages can be produced by anyone, the security of this build system extends beyond the security of the official build machines. In fact, it is still possible for build integrity to be achieved even if all official build machines are compromised. </p><p> By default, all tor-specific dependencies and inputs to the build process are downloaded over Tor, which allows build verifiers to remain anonymous and hidden. Because of this, any individual can use our anonymity network to privately download our source code, verify it against public, signed, audited, and mirrored git repositories, and reproduce our builds exactly, without being subject to targeted attacks. If they notice any differences, they can alert the public builders/signers, hopefully using a pseudonym or our anonymous bug tracker account, to avoid revealing the fact that they are a build verifier. </p></div><div class="sect2"><div class="titlepage"><div><div><h3 class="title"><a id="update-safety"></a>5.4. Update Safety</h3></div></div></div><p> We make use of the Firefox updater in order to provide automatic updates to users. We make use of certificate pinning to ensure that update checks cannot be tampered with by setting <span class="command"><strong>security.cert_pinning.enforcement_level </strong></span> to <span class="command"><strong>2</strong></span>, and we sign the individual MAR update files with keys that get rotated every year. </p><p> The Firefox updater also has code to ensure that it can reliably access the update server to prevent availability attacks, and complains to the user after 48 hours go by without a successful response from the server. Additionally, we use Tor's SOCKS username and password isolation to ensure that every new request to the updater (provided the former got issued more than 10 minutes ago) traverses a separate circuit, to avoid holdback attacks by exit nodes. </p></div></div><div class="appendix"><h2 class="title" style="clear: both"><a id="Transparency"></a>A. Towards Transparency in Navigation Tracking</h2><p> The <a class="link" href="#privacy" title="2.2. Privacy Requirements">privacy properties</a> of Tor Browser are based upon the assumption that link-click navigation indicates user consent to tracking between the linking site and the destination site. While this definition is sufficient to allow us to eliminate cross-site third party tracking with only minimal site breakage, it is our long-term goal to further reduce cross-origin click navigation tracking to mechanisms that are detectable by attentive users, so they can alert the general public if cross-origin click navigation tracking is happening where it should not be. </p><p> In an ideal world, the mechanisms of tracking that can be employed during a link click would be limited to the contents of URL parameters and other properties that are fully visible to the user before they click. However, the entrenched nature of certain archaic web features make it impossible for us to achieve this transparency goal by ourselves without substantial site breakage. So, instead we maintain a <a class="link" href="#deprecate" title="A.1. Deprecation Wishlist">Deprecation Wishlist</a> of archaic web technologies that are currently being (ab)used to facilitate federated login and other legitimate click-driven cross-domain activity but that can one day be replaced with more privacy friendly, auditable alternatives. </p><p> Because the total elimination of side channels during cross-origin navigation will undoubtedly break federated login as well as destroy ad revenue, we also describe auditable alternatives and promising web draft standards that would preserve this functionality while still providing transparency when tracking is occurring. </p><div class="sect1"><div class="titlepage"><div><div><h2 class="title" style="clear: both"><a id="deprecate"></a>A.1. Deprecation Wishlist</h2></div></div></div><div class="orderedlist"><ol class="orderedlist" type="1"><li class="listitem"><span class="command"><strong>The Referer Header</strong></span><p> When leaving a .onion domain we <a class="ulink" href="https://gitweb.torproject.org/tor-browser.git/commit/?h=tor-browser-45.8.0esr-6.5-2&id=09188cb14dfaa8ac22f687c978166c7bd171b576" target="_top"> set the Referer header to the destination</a> to avoid leaking information which might be especially problematic in the case of transitioning from a .onion domain to one reached over clearnet. Apart from that we haven't disabled or restricted the Referer ourselves because of the non-trivial number of sites that rely on the Referer header to "authenticate" image requests and deep-link navigation on their sites. Furthermore, there seems to be no real privacy benefit to taking this action by itself in a vacuum, because many sites have begun encoding Referer URL information into GET parameters when they need it to cross HTTP to HTTPS scheme transitions. Google's +1 buttons are the best example of this activity. </p><p> Because of the availability of these other explicit vectors, we believe the main risk of the Referer header is through inadvertent and/or covert data leakage. In fact, <a class="ulink" href="http://www2.research.att.com/~bala/papers/wosn09.pdf" target="_top">a great deal of personal data</a> is inadvertently leaked to third parties through the source URL parameters. </p><p> We believe the Referer header should be made explicit, and believe that Referrer Policy provides a <a class="ulink" href="https://w3c.github.io/webappsec-referrer-policy/#referrer-policy-header" target="_top"> decent step in this direction</a>. If a site wishes to transmit its URL to third party content elements during load or during link-click, it should have to specify this as a property of the associated <a class="ulink" href="https://blog.mozilla.org/security/2015/01/21/meta-referrer/" target="_top"> HTML tag</a> or in an HTTP response header. With an explicit property or response header, it would then be possible for the user agent to inform the user if they are about to click on a link that will transmit Referer information (perhaps through something as subtle as a different color in the lower toolbar for the destination URL). This same UI notification can also be used for links with the <a class="ulink" href="https://developers.whatwg.org/links.html#ping" target="_top">"ping"</a> attribute. </p></li><li class="listitem"><span class="command"><strong>window.name</strong></span><p> <a class="ulink" href="https://developer.mozilla.org/En/DOM/Window.name" target="_top">window.name</a> is a DOM property that for some reason is allowed to retain a persistent value for the lifespan of a browser tab. It is possible to utilize this property for <a class="ulink" href="http://www.thomasfrank.se/sessionvars.html" target="_top">identifier storage</a> during click navigation. This is sometimes used for additional CSRF protection and federated login. </p><p> It's our opinion that the contents of window.name should not be preserved for cross-origin navigation, but doing so may break federated login for some sites. </p></li><li class="listitem"><span class="command"><strong>JavaScript link rewriting</strong></span><p> In general, it should not be possible for onclick handlers to alter the navigation destination of 'a' tags, silently transform them into POST requests, or otherwise create situations where a user believes they are clicking on a link leading to one URL that ends up on another. This functionality is deceptive and is frequently a vector for malware and phishing attacks. Unfortunately, many legitimate sites also employ such transparent link rewriting, and blanket disabling this functionality ourselves will simply cause Tor Browser to fail to navigate properly on these sites. </p><p> Automated cross-origin redirects are one form of this behavior that is possible for us to <a class="ulink" href="https://trac.torproject.org/projects/tor/ticket/3600" target="_top">address ourselves</a>, as they are comparatively rare and can be handled with site permissions. </p></li></ol></div></div><div class="sect1"><div class="titlepage"><div><div><h2 class="title" style="clear: both"><a id="idm1090"></a>A.2. Promising Standards</h2></div></div></div><div class="orderedlist"><ol class="orderedlist" type="1"><li class="listitem"><a class="ulink" href="http://web-send.org" target="_top">Web-Send Introducer</a><p> Web-Send is a browser-based link sharing and federated login widget that is designed to operate without relying on third-party tracking or abusing other cross-origin link-click side channels. It has a compelling list of <a class="ulink" href="http://web-send.org/features.html" target="_top">privacy and security features</a>, especially if used as a "Like button" replacement. </p></li><li class="listitem"><a class="ulink" href="https://developer.mozilla.org/en-US/docs/Persona" target="_top">Mozilla Persona</a><p> Mozilla's Persona is designed to provide decentralized, cryptographically authenticated federated login in a way that does not expose the user to third party tracking or require browser redirects or side channels. While it does not directly provide the link sharing capabilities that Web-Send does, it is a better solution to the privacy issues associated with federated login than Web-Send is. </p></li></ol></div></div></div></div></body></html>