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-
-
-<title> Tor: The Second-Generation Onion Router </title>
-</head>
-<body>
-
-<h1 align="center">Tor: The Second-Generation Onion Router </h1>
-<div class="p"><!----></div>
-
-<h3 align="center">
-Roger Dingledine, The Free Haven Project, <tt>arma@freehaven.net</tt><br>
-Nick Mathewson, The Free Haven Project, <tt>nickm@freehaven.net</tt><br>
-Paul Syverson, Naval Research Lab, <tt>syverson@itd.nrl.navy.mil</tt> </h3>
-
-<div class="p"><!----></div>
-
-<div class="p"><!----></div>
-
-<h2> Abstract</h2>
-We present Tor, a circuit-based low-latency anonymous communication
-service. This second-generation Onion Routing system addresses limitations
-in the original design by adding perfect forward secrecy, congestion
-control, directory servers, integrity checking, configurable exit policies,
-and a practical design for location-hidden services via rendezvous
-points. Tor works on the real-world
-Internet, requires no special privileges or kernel modifications, requires
-little synchronization or coordination between nodes, and provides a
-reasonable tradeoff between anonymity, usability, and efficiency.
-We briefly describe our experiences with an international network of
-more than 30 nodes. We close with a list of open problems in anonymous communication.
-
-<div class="p"><!----></div>
-
-<div class="p"><!----></div>
-
-<div class="p"><!----></div>
- <h2><a name="tth_sEc1">
-<a name="sec:intro">
-1</a>&nbsp;&nbsp;Overview</h2>
-</a>
-
-<div class="p"><!----></div>
-Onion Routing is a distributed overlay network designed to anonymize
-TCP-based applications like web browsing, secure shell,
-and instant messaging. Clients choose a path through the network and
-build a <em>circuit</em>, in which each node (or "onion router" or "OR")
-in the path knows its predecessor and successor, but no other nodes in
-the circuit. Traffic flows down the circuit in fixed-size
-<em>cells</em>, which are unwrapped by a symmetric key at each node
-(like the layers of an onion) and relayed downstream. The
-Onion Routing project published several design and analysis
-papers [<a href="#or-ih96" name="CITEor-ih96">27</a>,<a href="#or-jsac98" name="CITEor-jsac98">41</a>,<a href="#or-discex00" name="CITEor-discex00">48</a>,<a href="#or-pet00" name="CITEor-pet00">49</a>]. While a wide area Onion
-Routing network was deployed briefly, the only long-running
-public implementation was a fragile
-proof-of-concept that ran on a single machine. Even this simple deployment
-processed connections from over sixty thousand distinct IP addresses from
-all over the world at a rate of about fifty thousand per day.
-But many critical design and deployment issues were never
-resolved, and the design has not been updated in years. Here
-we describe Tor, a protocol for asynchronous, loosely federated onion
-routers that provides the following improvements over the old Onion
-Routing design:
-
-<div class="p"><!----></div>
-<b>Perfect forward secrecy:</b> In the original Onion Routing design,
-a single hostile node could record traffic and
-later compromise successive nodes in the circuit and force them
-to decrypt it. Rather than using a single multiply encrypted data
-structure (an <em>onion</em>) to lay each circuit,
-Tor now uses an incremental or <em>telescoping</em> path-building design,
-where the initiator negotiates session keys with each successive hop in
-the circuit. Once these keys are deleted, subsequently compromised nodes
-cannot decrypt old traffic. As a side benefit, onion replay detection
-is no longer necessary, and the process of building circuits is more
-reliable, since the initiator knows when a hop fails and can then try
-extending to a new node.
-
-<div class="p"><!----></div>
-<b>Separation of "protocol cleaning" from anonymity:</b>
-Onion Routing originally required a separate "application
-proxy" for each supported application protocol &mdash; most of which were
-never written, so many applications were never supported. Tor uses the
-standard and near-ubiquitous SOCKS&nbsp;[<a href="#socks4" name="CITEsocks4">32</a>] proxy interface, allowing
-us to support most TCP-based programs without modification. Tor now
-relies on the filtering features of privacy-enhancing
-application-level proxies such as Privoxy&nbsp;[<a href="#privoxy" name="CITEprivoxy">39</a>], without trying
-to duplicate those features itself.
-
-<div class="p"><!----></div>
-<b>No mixing, padding, or traffic shaping (yet):</b> Onion
-Routing originally called for batching and reordering cells as they arrived,
-assumed padding between ORs, and in
-later designs added padding between onion proxies (users) and
-ORs&nbsp;[<a href="#or-ih96" name="CITEor-ih96">27</a>,<a href="#or-jsac98" name="CITEor-jsac98">41</a>]. Tradeoffs between padding protection
-and cost were discussed, and <em>traffic shaping</em> algorithms were
-theorized&nbsp;[<a href="#or-pet00" name="CITEor-pet00">49</a>] to provide good security without expensive
-padding, but no concrete padding scheme was suggested.
-Recent research&nbsp;[<a href="#econymics" name="CITEeconymics">1</a>]
-and deployment experience&nbsp;[<a href="#freedom21-security" name="CITEfreedom21-security">4</a>] suggest that this
-level of resource use is not practical or economical; and even full
-link padding is still vulnerable&nbsp;[<a href="#defensive-dropping" name="CITEdefensive-dropping">33</a>]. Thus,
-until we have a proven and convenient design for traffic shaping or
-low-latency mixing that improves anonymity against a realistic
-adversary, we leave these strategies out.
-
-<div class="p"><!----></div>
-<b>Many TCP streams can share one circuit:</b> Onion Routing originally
-built a separate circuit for each
-application-level request, but this required
-multiple public key operations for every request, and also presented
-a threat to anonymity from building so many circuits; see
-Section&nbsp;<a href="#sec:maintaining-anonymity">9</a>. Tor multiplexes multiple TCP
-streams along each circuit to improve efficiency and anonymity.
-
-<div class="p"><!----></div>
-<b>Leaky-pipe circuit topology:</b> Through in-band signaling
-within the circuit, Tor initiators can direct traffic to nodes partway
-down the circuit. This novel approach
-allows traffic to exit the circuit from the middle &mdash; possibly
-frustrating traffic shape and volume attacks based on observing the end
-of the circuit. (It also allows for long-range padding if
-future research shows this to be worthwhile.)
-
-<div class="p"><!----></div>
-<b>Congestion control:</b> Earlier anonymity designs do not
-address traffic bottlenecks. Unfortunately, typical approaches to
-load balancing and flow control in overlay networks involve inter-node
-control communication and global views of traffic. Tor's decentralized
-congestion control uses end-to-end acks to maintain anonymity
-while allowing nodes at the edges of the network to detect congestion
-or flooding and send less data until the congestion subsides.
-
-<div class="p"><!----></div>
-<b>Directory servers:</b> The earlier Onion Routing design
-planned to flood state information through the network &mdash; an approach
-that can be unreliable and complex. Tor takes a simplified view toward distributing this
-information. Certain more trusted nodes act as <em>directory
-servers</em>: they provide signed directories describing known
-routers and their current state. Users periodically download them
-via HTTP.
-
-<div class="p"><!----></div>
-<b>Variable exit policies:</b> Tor provides a consistent mechanism
-for each node to advertise a policy describing the hosts
-and ports to which it will connect. These exit policies are critical
-in a volunteer-based distributed infrastructure, because each operator
-is comfortable with allowing different types of traffic to exit
-from his node.
-
-<div class="p"><!----></div>
-<b>End-to-end integrity checking:</b> The original Onion Routing
-design did no integrity checking on data. Any node on the
-circuit could change the contents of data cells as they passed by &mdash; for
-example, to alter a connection request so it would connect
-to a different webserver, or to `tag' encrypted traffic and look for
-corresponding corrupted traffic at the network edges&nbsp;[<a href="#minion-design" name="CITEminion-design">15</a>].
-Tor hampers these attacks by verifying data integrity before it leaves
-the network.
-
-<div class="p"><!----></div>
-
-<div class="p"><!----></div>
-<b>Rendezvous points and hidden services:</b>
-Tor provides an integrated mechanism for responder anonymity via
-location-protected servers. Previous Onion Routing designs included
-long-lived "reply onions" that could be used to build circuits
-to a hidden server, but these reply onions did not provide forward
-security, and became useless if any node in the path went down
-or rotated its keys. In Tor, clients negotiate <i>rendezvous points</i>
-to connect with hidden servers; reply onions are no longer required.
-
-<div class="p"><!----></div>
-Unlike Freedom&nbsp;[<a href="#freedom2-arch" name="CITEfreedom2-arch">8</a>], Tor does not require OS kernel
-patches or network stack support. This prevents us from anonymizing
-non-TCP protocols, but has greatly helped our portability and
-deployability.
-
-<div class="p"><!----></div>
-
-<div class="p"><!----></div>
-We have implemented all of the above features, including rendezvous
-points. Our source code is
-available under a free license, and Tor
-is not covered by the patent that affected distribution and use of
-earlier versions of Onion Routing.
-We have deployed a wide-area alpha network
-to test the design, to get more experience with usability
-and users, and to provide a research platform for experimentation.
-As of this writing, the network stands at 32 nodes spread over two continents.
-
-<div class="p"><!----></div>
-We review previous work in Section&nbsp;<a href="#sec:related-work">2</a>, describe
-our goals and assumptions in Section&nbsp;<a href="#sec:assumptions">3</a>,
-and then address the above list of improvements in
-Sections&nbsp;<a href="#sec:design">4</a>,&nbsp;<a href="#sec:rendezvous">5</a>, and&nbsp;<a href="#sec:other-design">6</a>.
-We summarize
-in Section&nbsp;<a href="#sec:attacks">7</a> how our design stands up to
-known attacks, and talk about our early deployment experiences in
-Section&nbsp;<a href="#sec:in-the-wild">8</a>. We conclude with a list of open problems in
-Section&nbsp;<a href="#sec:maintaining-anonymity">9</a> and future work for the Onion
-Routing project in Section&nbsp;<a href="#sec:conclusion">10</a>.
-
-<div class="p"><!----></div>
-
-<div class="p"><!----></div>
- <h2><a name="tth_sEc2">
-<a name="sec:related-work">
-2</a>&nbsp;&nbsp;Related work</h2>
-</a>
-
-<div class="p"><!----></div>
-Modern anonymity systems date to Chaum's <b>Mix-Net</b>
-design&nbsp;[<a href="#chaum-mix" name="CITEchaum-mix">10</a>]. Chaum
-proposed hiding the correspondence between sender and recipient by
-wrapping messages in layers of public-key cryptography, and relaying them
-through a path composed of "mixes." Each mix in turn
-decrypts, delays, and re-orders messages before relaying them
-onward.
-
-<div class="p"><!----></div>
-Subsequent relay-based anonymity designs have diverged in two
-main directions. Systems like <b>Babel</b>&nbsp;[<a href="#babel" name="CITEbabel">28</a>],
-<b>Mixmaster</b>&nbsp;[<a href="#mixmaster-spec" name="CITEmixmaster-spec">36</a>],
-and <b>Mixminion</b>&nbsp;[<a href="#minion-design" name="CITEminion-design">15</a>] have tried
-to maximize anonymity at the cost of introducing comparatively large and
-variable latencies. Because of this decision, these <em>high-latency</em>
-networks resist strong global adversaries,
-but introduce too much lag for interactive tasks like web browsing,
-Internet chat, or SSH connections.
-
-<div class="p"><!----></div>
-Tor belongs to the second category: <em>low-latency</em> designs that
-try to anonymize interactive network traffic. These systems handle
-a variety of bidirectional protocols. They also provide more convenient
-mail delivery than the high-latency anonymous email
-networks, because the remote mail server provides explicit and timely
-delivery confirmation. But because these designs typically
-involve many packets that must be delivered quickly, it is
-difficult for them to prevent an attacker who can eavesdrop both ends of the
-communication from correlating the timing and volume
-of traffic entering the anonymity network with traffic leaving it&nbsp;[<a href="#SS03" name="CITESS03">45</a>].
-These
-protocols are similarly vulnerable to an active adversary who introduces
-timing patterns into traffic entering the network and looks
-for correlated patterns among exiting traffic.
-Although some work has been done to frustrate these attacks, most designs
-protect primarily against traffic analysis rather than traffic
-confirmation (see Section&nbsp;<a href="#subsec:threat-model">3.1</a>).
-
-<div class="p"><!----></div>
-The simplest low-latency designs are single-hop proxies such as the
-<b>Anonymizer</b>&nbsp;[<a href="#anonymizer" name="CITEanonymizer">3</a>]: a single trusted server strips the
-data's origin before relaying it. These designs are easy to
-analyze, but users must trust the anonymizing proxy.
-Concentrating the traffic to this single point increases the anonymity set
-(the people a given user is hiding among), but it is vulnerable if the
-adversary can observe all traffic entering and leaving the proxy.
-
-<div class="p"><!----></div>
-More complex are distributed-trust, circuit-based anonymizing systems.
-In these designs, a user establishes one or more medium-term bidirectional
-end-to-end circuits, and tunnels data in fixed-size cells.
-Establishing circuits is computationally expensive and typically
-requires public-key
-cryptography, whereas relaying cells is comparatively inexpensive and
-typically requires only symmetric encryption.
-Because a circuit crosses several servers, and each server only knows
-the adjacent servers in the circuit, no single server can link a
-user to her communication partners.
-
-<div class="p"><!----></div>
-The <b>Java Anon Proxy</b> (also known as JAP or Web MIXes) uses fixed shared
-routes known as <em>cascades</em>. As with a single-hop proxy, this
-approach aggregates users into larger anonymity sets, but again an
-attacker only needs to observe both ends of the cascade to bridge all
-the system's traffic. The Java Anon Proxy's design
-calls for padding between end users and the head of the
-cascade&nbsp;[<a href="#web-mix" name="CITEweb-mix">7</a>]. However, it is not demonstrated whether the current
-implementation's padding policy improves anonymity.
-
-<div class="p"><!----></div>
-<b>PipeNet</b>&nbsp;[<a href="#back01" name="CITEback01">5</a>,<a href="#pipenet" name="CITEpipenet">12</a>], another low-latency design proposed
-around the same time as Onion Routing, gave
-stronger anonymity but allowed a single user to shut
-down the network by not sending. Systems like <b>ISDN
-mixes</b>&nbsp;[<a href="#isdn-mixes" name="CITEisdn-mixes">38</a>] were designed for other environments with
-different assumptions.
-
-<div class="p"><!----></div>
-In P2P designs like <b>Tarzan</b>&nbsp;[<a href="#tarzan:ccs02" name="CITEtarzan:ccs02">24</a>] and
-<b>MorphMix</b>&nbsp;[<a href="#morphmix:fc04" name="CITEmorphmix:fc04">43</a>], all participants both generate
-traffic and relay traffic for others. These systems aim to conceal
-whether a given peer originated a request
-or just relayed it from another peer. While Tarzan and MorphMix use
-layered encryption as above, <b>Crowds</b>&nbsp;[<a href="#crowds-tissec" name="CITEcrowds-tissec">42</a>] simply assumes
-an adversary who cannot observe the initiator: it uses no public-key
-encryption, so any node on a circuit can read users' traffic.
-
-<div class="p"><!----></div>
-<b>Hordes</b>&nbsp;[<a href="#hordes-jcs" name="CITEhordes-jcs">34</a>] is based on Crowds but also uses multicast
-responses to hide the initiator. <b>Herbivore</b>&nbsp;[<a href="#herbivore" name="CITEherbivore">25</a>] and
-<b>P</b><sup><b>5</b></sup>&nbsp;[<a href="#p5" name="CITEp5">46</a>] go even further, requiring broadcast.
-These systems are designed primarily for communication among peers,
-although Herbivore users can make external connections by
-requesting a peer to serve as a proxy.
-
-<div class="p"><!----></div>
-Systems like <b>Freedom</b> and the original Onion Routing build circuits
-all at once, using a layered "onion" of public-key encrypted messages,
-each layer of which provides session keys and the address of the
-next server in the circuit. Tor as described herein, Tarzan, MorphMix,
-<b>Cebolla</b>&nbsp;[<a href="#cebolla" name="CITEcebolla">9</a>], and Rennhard's <b>Anonymity Network</b>&nbsp;[<a href="#anonnet" name="CITEanonnet">44</a>]
-build circuits
-in stages, extending them one hop at a time.
-Section&nbsp;<a href="#subsubsec:constructing-a-circuit">4.2</a> describes how this
-approach enables perfect forward secrecy.
-
-<div class="p"><!----></div>
-Circuit-based designs must choose which protocol layer
-to anonymize. They may intercept IP packets directly, and
-relay them whole (stripping the source address) along the
-circuit&nbsp;[<a href="#freedom2-arch" name="CITEfreedom2-arch">8</a>,<a href="#tarzan:ccs02" name="CITEtarzan:ccs02">24</a>]. Like
-Tor, they may accept TCP streams and relay the data in those streams,
-ignoring the breakdown of that data into TCP
-segments&nbsp;[<a href="#morphmix:fc04" name="CITEmorphmix:fc04">43</a>,<a href="#anonnet" name="CITEanonnet">44</a>]. Finally, like Crowds, they may accept
-application-level protocols such as HTTP and relay the application
-requests themselves.
-Making this protocol-layer decision requires a compromise between flexibility
-and anonymity. For example, a system that understands HTTP
-can strip
-identifying information from requests, can take advantage of caching
-to limit the number of requests that leave the network, and can batch
-or encode requests to minimize the number of connections.
-On the other hand, an IP-level anonymizer can handle nearly any protocol,
-even ones unforeseen by its designers (though these systems require
-kernel-level modifications to some operating systems, and so are more
-complex and less portable). TCP-level anonymity networks like Tor present
-a middle approach: they are application neutral (so long as the
-application supports, or can be tunneled across, TCP), but by treating
-application connections as data streams rather than raw TCP packets,
-they avoid the inefficiencies of tunneling TCP over
-TCP.
-
-<div class="p"><!----></div>
-Distributed-trust anonymizing systems need to prevent attackers from
-adding too many servers and thus compromising user paths.
-Tor relies on a small set of well-known directory servers, run by
-independent parties, to decide which nodes can
-join. Tarzan and MorphMix allow unknown users to run servers, and use
-a limited resource (like IP addresses) to prevent an attacker from
-controlling too much of the network. Crowds suggests requiring
-written, notarized requests from potential crowd members.
-
-<div class="p"><!----></div>
-Anonymous communication is essential for censorship-resistant
-systems like Eternity&nbsp;[<a href="#eternity" name="CITEeternity">2</a>], Free&nbsp;Haven&nbsp;[<a href="#freehaven-berk" name="CITEfreehaven-berk">19</a>],
-Publius&nbsp;[<a href="#publius" name="CITEpublius">53</a>], and Tangler&nbsp;[<a href="#tangler" name="CITEtangler">52</a>]. Tor's rendezvous
-points enable connections between mutually anonymous entities; they
-are a building block for location-hidden servers, which are needed by
-Eternity and Free&nbsp;Haven.
-
-<div class="p"><!----></div>
-
-<div class="p"><!----></div>
- <h2><a name="tth_sEc3">
-<a name="sec:assumptions">
-3</a>&nbsp;&nbsp;Design goals and assumptions</h2>
-</a>
-
-<div class="p"><!----></div>
-<font size="+1"><b>Goals</b></font><br />
-Like other low-latency anonymity designs, Tor seeks to frustrate
-attackers from linking communication partners, or from linking
-multiple communications to or from a single user. Within this
-main goal, however, several considerations have directed
-Tor's evolution.
-
-<div class="p"><!----></div>
-<b>Deployability:</b> The design must be deployed and used in the
-real world. Thus it
-must not be expensive to run (for example, by requiring more bandwidth
-than volunteers are willing to provide); must not place a heavy
-liability burden on operators (for example, by allowing attackers to
-implicate onion routers in illegal activities); and must not be
-difficult or expensive to implement (for example, by requiring kernel
-patches, or separate proxies for every protocol). We also cannot
-require non-anonymous parties (such as websites)
-to run our software. (Our rendezvous point design does not meet
-this goal for non-anonymous users talking to hidden servers,
-however; see Section&nbsp;<a href="#sec:rendezvous">5</a>.)
-
-<div class="p"><!----></div>
-<b>Usability:</b> A hard-to-use system has fewer users &mdash; and because
-anonymity systems hide users among users, a system with fewer users
-provides less anonymity. Usability is thus not only a convenience:
-it is a security requirement&nbsp;[<a href="#econymics" name="CITEeconymics">1</a>,<a href="#back01" name="CITEback01">5</a>]. Tor should
-therefore not
-require modifying familiar applications; should not introduce prohibitive
-delays;
-and should require as few configuration decisions
-as possible. Finally, Tor should be easily implementable on all common
-platforms; we cannot require users to change their operating system
-to be anonymous. (Tor currently runs on Win32, Linux,
-Solaris, BSD-style Unix, MacOS X, and probably others.)
-
-<div class="p"><!----></div>
-<b>Flexibility:</b> The protocol must be flexible and well-specified,
-so Tor can serve as a test-bed for future research.
-Many of the open problems in low-latency anonymity
-networks, such as generating dummy traffic or preventing Sybil
-attacks&nbsp;[<a href="#sybil" name="CITEsybil">22</a>], may be solvable independently from the issues
-solved by
-Tor. Hopefully future systems will not need to reinvent Tor's design.
-
-<div class="p"><!----></div>
-<b>Simple design:</b> The protocol's design and security
-parameters must be well-understood. Additional features impose implementation
-and complexity costs; adding unproven techniques to the design threatens
-deployability, readability, and ease of security analysis. Tor aims to
-deploy a simple and stable system that integrates the best accepted
-approaches to protecting anonymity.<br />
-
-<div class="p"><!----></div>
-<font size="+1"><b>Non-goals</b></font><a name="subsec:non-goals">
-</a><br />
-In favoring simple, deployable designs, we have explicitly deferred
-several possible goals, either because they are solved elsewhere, or because
-they are not yet solved.
-
-<div class="p"><!----></div>
-<b>Not peer-to-peer:</b> Tarzan and MorphMix aim to scale to completely
-decentralized peer-to-peer environments with thousands of short-lived
-servers, many of which may be controlled by an adversary. This approach
-is appealing, but still has many open
-problems&nbsp;[<a href="#tarzan:ccs02" name="CITEtarzan:ccs02">24</a>,<a href="#morphmix:fc04" name="CITEmorphmix:fc04">43</a>].
-
-<div class="p"><!----></div>
-<b>Not secure against end-to-end attacks:</b> Tor does not claim
-to completely solve end-to-end timing or intersection
-attacks. Some approaches, such as having users run their own onion routers,
-may help;
-see Section&nbsp;<a href="#sec:maintaining-anonymity">9</a> for more discussion.
-
-<div class="p"><!----></div>
-<b>No protocol normalization:</b> Tor does not provide <em>protocol
-normalization</em> like Privoxy or the Anonymizer. If senders want anonymity from
-responders while using complex and variable
-protocols like HTTP, Tor must be layered with a filtering proxy such
-as Privoxy to hide differences between clients, and expunge protocol
-features that leak identity.
-Note that by this separation Tor can also provide services that
-are anonymous to the network yet authenticated to the responder, like
-SSH. Similarly, Tor does not integrate
-tunneling for non-stream-based protocols like UDP; this must be
-provided by an external service if appropriate.
-
-<div class="p"><!----></div>
-<b>Not steganographic:</b> Tor does not try to conceal who is connected
-to the network.
-
-<div class="p"><!----></div>
- <h3><a name="tth_sEc3.1">
-<a name="subsec:threat-model">
-3.1</a>&nbsp;&nbsp;Threat Model</h3>
-</a>
-
-<div class="p"><!----></div>
-A global passive adversary is the most commonly assumed threat when
-analyzing theoretical anonymity designs. But like all practical
-low-latency systems, Tor does not protect against such a strong
-adversary. Instead, we assume an adversary who can observe some fraction
-of network traffic; who can generate, modify, delete, or delay
-traffic; who can operate onion routers of his own; and who can
-compromise some fraction of the onion routers.
-
-<div class="p"><!----></div>
-In low-latency anonymity systems that use layered encryption, the
-adversary's typical goal is to observe both the initiator and the
-responder. By observing both ends, passive attackers can confirm a
-suspicion that Alice is
-talking to Bob if the timing and volume patterns of the traffic on the
-connection are distinct enough; active attackers can induce timing
-signatures on the traffic to force distinct patterns. Rather
-than focusing on these <em>traffic confirmation</em> attacks,
-we aim to prevent <em>traffic
-analysis</em> attacks, where the adversary uses traffic patterns to learn
-which points in the network he should attack.
-
-<div class="p"><!----></div>
-Our adversary might try to link an initiator Alice with her
-communication partners, or try to build a profile of Alice's
-behavior. He might mount passive attacks by observing the network edges
-and correlating traffic entering and leaving the network &mdash; by
-relationships in packet timing, volume, or externally visible
-user-selected
-options. The adversary can also mount active attacks by compromising
-routers or keys; by replaying traffic; by selectively denying service
-to trustworthy routers to move users to
-compromised routers, or denying service to users to see if traffic
-elsewhere in the
-network stops; or by introducing patterns into traffic that can later be
-detected. The adversary might subvert the directory servers to give users
-differing views of network state. Additionally, he can try to decrease
-the network's reliability by attacking nodes or by performing antisocial
-activities from reliable nodes and trying to get them taken down &mdash; making
-the network unreliable flushes users to other less anonymous
-systems, where they may be easier to attack. We summarize
-in Section&nbsp;<a href="#sec:attacks">7</a> how well the Tor design defends against
-each of these attacks.
-
-<div class="p"><!----></div>
-
-<div class="p"><!----></div>
- <h2><a name="tth_sEc4">
-<a name="sec:design">
-4</a>&nbsp;&nbsp;The Tor Design</h2>
-</a>
-
-<div class="p"><!----></div>
-The Tor network is an overlay network; each onion router (OR)
-runs as a normal
-user-level process without any special privileges.
-Each onion router maintains a TLS&nbsp;[<a href="#TLS" name="CITETLS">17</a>]
-connection to every other onion router.
-Each user
-runs local software called an onion proxy (OP) to fetch directories,
-establish circuits across the network,
-and handle connections from user applications. These onion proxies accept
-TCP streams and multiplex them across the circuits. The onion
-router on the other side
-of the circuit connects to the requested destinations
-and relays data.
-
-<div class="p"><!----></div>
-Each onion router maintains a long-term identity key and a short-term
-onion key. The identity
-key is used to sign TLS certificates, to sign the OR's <em>router
-descriptor</em> (a summary of its keys, address, bandwidth, exit policy,
-and so on), and (by directory servers) to sign directories. The onion key is used to decrypt requests
-from users to set up a circuit and negotiate ephemeral keys.
-The TLS protocol also establishes a short-term link key when communicating
-between ORs. Short-term keys are rotated periodically and
-independently, to limit the impact of key compromise.
-
-<div class="p"><!----></div>
-Section&nbsp;<a href="#subsec:cells">4.1</a> presents the fixed-size
-<em>cells</em> that are the unit of communication in Tor. We describe
-in Section&nbsp;<a href="#subsec:circuits">4.2</a> how circuits are
-built, extended, truncated, and destroyed. Section&nbsp;<a href="#subsec:tcp">4.3</a>
-describes how TCP streams are routed through the network. We address
-integrity checking in Section&nbsp;<a href="#subsec:integrity-checking">4.4</a>,
-and resource limiting in Section&nbsp;<a href="#subsec:rate-limit">4.5</a>.
-Finally,
-Section&nbsp;<a href="#subsec:congestion">4.6</a> talks about congestion control and
-fairness issues.
-
-<div class="p"><!----></div>
- <h3><a name="tth_sEc4.1">
-<a name="subsec:cells">
-4.1</a>&nbsp;&nbsp;Cells</h3>
-</a>
-
-<div class="p"><!----></div>
-Onion routers communicate with one another, and with users' OPs, via
-TLS connections with ephemeral keys. Using TLS conceals the data on
-the connection with perfect forward secrecy, and prevents an attacker
-from modifying data on the wire or impersonating an OR.
-
-<div class="p"><!----></div>
-Traffic passes along these connections in fixed-size cells. Each cell
-is 512 bytes, and consists of a header and a payload. The header includes a circuit
-identifier (circID) that specifies which circuit the cell refers to
-(many circuits can be multiplexed over the single TLS connection), and
-a command to describe what to do with the cell's payload. (Circuit
-identifiers are connection-specific: each circuit has a different
-circID on each OP/OR or OR/OR connection it traverses.)
-Based on their command, cells are either <em>control</em> cells, which are
-always interpreted by the node that receives them, or <em>relay</em> cells,
-which carry end-to-end stream data. The control cell commands are:
-<em>padding</em> (currently used for keepalive, but also usable for link
-padding); <em>create</em> or <em>created</em> (used to set up a new circuit);
-and <em>destroy</em> (to tear down a circuit).
-
-<div class="p"><!----></div>
-Relay cells have an additional header (the relay header) at the front
-of the payload, containing a streamID (stream identifier: many streams can
-be multiplexed over a circuit); an end-to-end checksum for integrity
-checking; the length of the relay payload; and a relay command.
-The entire contents of the relay header and the relay cell payload
-are encrypted or decrypted together as the relay cell moves along the
-circuit, using the 128-bit AES cipher in counter mode to generate a
-cipher stream. The relay commands are: <em>relay
-data</em> (for data flowing down the stream), <em>relay begin</em> (to open a
-stream), <em>relay end</em> (to close a stream cleanly), <em>relay
-teardown</em> (to close a broken stream), <em>relay connected</em>
-(to notify the OP that a relay begin has succeeded), <em>relay
-extend</em> and <em>relay extended</em> (to extend the circuit by a hop,
-and to acknowledge), <em>relay truncate</em> and <em>relay truncated</em>
-(to tear down only part of the circuit, and to acknowledge), <em>relay
-sendme</em> (used for congestion control), and <em>relay drop</em> (used to
-implement long-range dummies).
-We give a visual overview of cell structure plus the details of relay
-cell structure, and then describe each of these cell types and commands
-in more detail below.
-
-<div class="p"><!----></div>
-
-<div class="p"><!----></div>
-
-<div class="p"><!----></div>
-<a name="tth_fIg1">
-</a> <center><img src="cell-struct.png" alt="cell-struct.png" />
-</center>
-<div class="p"><!----></div>
- <h3><a name="tth_sEc4.2">
-<a name="subsec:circuits">
-4.2</a>&nbsp;&nbsp;Circuits and streams</h3>
-</a>
-
-<div class="p"><!----></div>
-Onion Routing originally built one circuit for each
-TCP stream. Because building a circuit can take several tenths of a
-second (due to public-key cryptography and network latency),
-this design imposed high costs on applications like web browsing that
-open many TCP streams.
-
-<div class="p"><!----></div>
-In Tor, each circuit can be shared by many TCP streams. To avoid
-delays, users construct circuits preemptively. To limit linkability
-among their streams, users' OPs build a new circuit
-periodically if the previous ones have been used,
-and expire old used circuits that no longer have any open streams.
-OPs consider rotating to a new circuit once a minute: thus
-even heavy users spend negligible time
-building circuits, but a limited number of requests can be linked
-to each other through a given exit node. Also, because circuits are built
-in the background, OPs can recover from failed circuit creation
-without harming user experience.<br />
-
-<div class="p"><!----></div>
-
-<div class="p"><!----></div>
-<a name="tth_fIg1">
-</a> <center><img src="interaction.png" alt="interaction.png" />
-
-<center>Figure 1: Alice builds a two-hop circuit and begins fetching a web page.</center>
-<a name="fig:interaction">
-</a>
-</center>
-<div class="p"><!----></div>
-<a name="subsubsec:constructing-a-circuit"></a>
-<font size="+1"><b>Constructing a circuit</b></font>
-<br />
-A user's OP constructs circuits incrementally, negotiating a
-symmetric key with each OR on the circuit, one hop at a time. To begin
-creating a new circuit, the OP (call her Alice) sends a
-<em>create</em> cell to the first node in her chosen path (call him Bob).
-(She chooses a new
-circID C<sub>AB</sub> not currently used on the connection from her to Bob.)
-The <em>create</em> cell's
-payload contains the first half of the Diffie-Hellman handshake
-(g<sup>x</sup>), encrypted to the onion key of Bob. Bob
-responds with a <em>created</em> cell containing g<sup>y</sup>
-along with a hash of the negotiated key K=g<sup>xy</sup>.
-
-<div class="p"><!----></div>
-Once the circuit has been established, Alice and Bob can send one
-another relay cells encrypted with the negotiated
-key.<a href="#tthFtNtAAB" name="tthFrefAAB"><sup>1</sup></a> More detail is given in
-the next section.
-
-<div class="p"><!----></div>
-To extend the circuit further, Alice sends a <em>relay extend</em> cell
-to Bob, specifying the address of the next OR (call her Carol), and
-an encrypted g<sup>x<sub>2</sub></sup> for her. Bob copies the half-handshake into a
-<em>create</em> cell, and passes it to Carol to extend the circuit.
-(Bob chooses a new circID C<sub>BC</sub> not currently used on the connection
-between him and Carol. Alice never needs to know this circID; only Bob
-associates C<sub>AB</sub> on his connection with Alice to C<sub>BC</sub> on
-his connection with Carol.)
-When Carol responds with a <em>created</em> cell, Bob wraps the payload
-into a <em>relay extended</em> cell and passes it back to Alice. Now
-the circuit is extended to Carol, and Alice and Carol share a common key
-K<sub>2</sub> = g<sup>x<sub>2</sub> y<sub>2</sub></sup>.
-
-<div class="p"><!----></div>
-To extend the circuit to a third node or beyond, Alice
-proceeds as above, always telling the last node in the circuit to
-extend one hop further.
-
-<div class="p"><!----></div>
-This circuit-level handshake protocol achieves unilateral entity
-authentication (Alice knows she's handshaking with the OR, but
-the OR doesn't care who is opening the circuit &mdash; Alice uses no public key
-and remains anonymous) and unilateral key authentication
-(Alice and the OR agree on a key, and Alice knows only the OR learns
-it). It also achieves forward
-secrecy and key freshness. More formally, the protocol is as follows
-(where E<sub>PK<sub>Bob</sub></sub>(&#183;) is encryption with Bob's public key,
-H is a secure hash function, and <font face="symbol">|</font
-> is concatenation):
-
-<div class="p"><!----></div>
-<a name="tth_tAb1">
-</a>
-<table>
-<tr><td align="right">Alice </td><td align="center">-&#62; </td><td align="center">Bob </td><td>: E<sub>PK<sub>Bob</sub></sub>(g<sup>x</sup>) </td></tr>
-<tr><td align="right">Bob </td><td align="center">-&#62; </td><td align="center">Alice </td><td>: g<sup>y</sup>, H(K <font face="symbol">|</font
-> "<span class="roman">handshake</span>")
-</td></tr></table>
-
-
-<div class="p"><!----></div>
- In the second step, Bob proves that it was he who received g<sup>x</sup>,
-and who chose y. We use PK encryption in the first step
-(rather than, say, using the first two steps of STS, which has a
-signature in the second step) because a single cell is too small to
-hold both a public key and a signature. Preliminary analysis with the
-NRL protocol analyzer&nbsp;[<a href="#meadows96" name="CITEmeadows96">35</a>] shows this protocol to be
-secure (including perfect forward secrecy) under the
-traditional Dolev-Yao model.<br />
-
-<div class="p"><!----></div>
-<font size="+1"><b>Relay cells</b></font><br />
-Once Alice has established the circuit (so she shares keys with each
-OR on the circuit), she can send relay cells.
-Upon receiving a relay
-cell, an OR looks up the corresponding circuit, and decrypts the relay
-header and payload with the session key for that circuit.
-If the cell is headed away from Alice the OR then checks whether the
-decrypted cell has a valid digest (as an optimization, the first
-two bytes of the integrity check are zero, so in most cases we can avoid
-computing the hash).
-If valid, it accepts the relay cell and processes it as described
-below. Otherwise,
-the OR looks up the circID and OR for the
-next step in the circuit, replaces the circID as appropriate, and
-sends the decrypted relay cell to the next OR. (If the OR at the end
-of the circuit receives an unrecognized relay cell, an error has
-occurred, and the circuit is torn down.)
-
-<div class="p"><!----></div>
-OPs treat incoming relay cells similarly: they iteratively unwrap the
-relay header and payload with the session keys shared with each
-OR on the circuit, from the closest to farthest.
-If at any stage the digest is valid, the cell must have
-originated at the OR whose encryption has just been removed.
-
-<div class="p"><!----></div>
-To construct a relay cell addressed to a given OR, Alice assigns the
-digest, and then iteratively
-encrypts the cell payload (that is, the relay header and payload) with
-the symmetric key of each hop up to that OR. Because the digest is
-encrypted to a different value at each step, only at the targeted OR
-will it have a meaningful value.<a href="#tthFtNtAAC" name="tthFrefAAC"><sup>2</sup></a>
-This <em>leaky pipe</em> circuit topology
-allows Alice's streams to exit at different ORs on a single circuit.
-Alice may choose different exit points because of their exit policies,
-or to keep the ORs from knowing that two streams
-originate from the same person.
-
-<div class="p"><!----></div>
-When an OR later replies to Alice with a relay cell, it
-encrypts the cell's relay header and payload with the single key it
-shares with Alice, and sends the cell back toward Alice along the
-circuit. Subsequent ORs add further layers of encryption as they
-relay the cell back to Alice.
-
-<div class="p"><!----></div>
-To tear down a circuit, Alice sends a <em>destroy</em> control
-cell. Each OR in the circuit receives the <em>destroy</em> cell, closes
-all streams on that circuit, and passes a new <em>destroy</em> cell
-forward. But just as circuits are built incrementally, they can also
-be torn down incrementally: Alice can send a <em>relay
-truncate</em> cell to a single OR on a circuit. That OR then sends a
-<em>destroy</em> cell forward, and acknowledges with a
-<em>relay truncated</em> cell. Alice can then extend the circuit to
-different nodes, without signaling to the intermediate nodes (or
-a limited observer) that she has changed her circuit.
-Similarly, if a node on the circuit goes down, the adjacent
-node can send a <em>relay truncated</em> cell back to Alice. Thus the
-"break a node and see which circuits go down"
-attack&nbsp;[<a href="#freedom21-security" name="CITEfreedom21-security">4</a>] is weakened.
-
-<div class="p"><!----></div>
- <h3><a name="tth_sEc4.3">
-<a name="subsec:tcp">
-4.3</a>&nbsp;&nbsp;Opening and closing streams</h3>
-</a>
-
-<div class="p"><!----></div>
-When Alice's application wants a TCP connection to a given
-address and port, it asks the OP (via SOCKS) to make the
-connection. The OP chooses the newest open circuit (or creates one if
-needed), and chooses a suitable OR on that circuit to be the
-exit node (usually the last node, but maybe others due to exit policy
-conflicts; see Section&nbsp;<a href="#subsec:exitpolicies">6.2</a>.) The OP then opens
-the stream by sending a <em>relay begin</em> cell to the exit node,
-using a new random streamID. Once the
-exit node connects to the remote host, it responds
-with a <em>relay connected</em> cell. Upon receipt, the OP sends a
-SOCKS reply to notify the application of its success. The OP
-now accepts data from the application's TCP stream, packaging it into
-<em>relay data</em> cells and sending those cells along the circuit to
-the chosen OR.
-
-<div class="p"><!----></div>
-There's a catch to using SOCKS, however &mdash; some applications pass the
-alphanumeric hostname to the Tor client, while others resolve it into
-an IP address first and then pass the IP address to the Tor client. If
-the application does DNS resolution first, Alice thereby reveals her
-destination to the remote DNS server, rather than sending the hostname
-through the Tor network to be resolved at the far end. Common applications
-like Mozilla and SSH have this flaw.
-
-<div class="p"><!----></div>
-With Mozilla, the flaw is easy to address: the filtering HTTP
-proxy called Privoxy gives a hostname to the Tor client, so Alice's
-computer never does DNS resolution.
-But a portable general solution, such as is needed for
-SSH, is
-an open problem. Modifying or replacing the local nameserver
-can be invasive, brittle, and unportable. Forcing the resolver
-library to prefer TCP rather than UDP is hard, and also has
-portability problems. Dynamically intercepting system calls to the
-resolver library seems a promising direction. We could also provide
-a tool similar to <em>dig</em> to perform a private lookup through the
-Tor network. Currently, we encourage the use of privacy-aware proxies
-like Privoxy wherever possible.
-
-<div class="p"><!----></div>
-Closing a Tor stream is analogous to closing a TCP stream: it uses a
-two-step handshake for normal operation, or a one-step handshake for
-errors. If the stream closes abnormally, the adjacent node simply sends a
-<em>relay teardown</em> cell. If the stream closes normally, the node sends
-a <em>relay end</em> cell down the circuit, and the other side responds with
-its own <em>relay end</em> cell. Because
-all relay cells use layered encryption, only the destination OR knows
-that a given relay cell is a request to close a stream. This two-step
-handshake allows Tor to support TCP-based applications that use half-closed
-connections.
-
-<div class="p"><!----></div>
- <h3><a name="tth_sEc4.4">
-<a name="subsec:integrity-checking">
-4.4</a>&nbsp;&nbsp;Integrity checking on streams</h3>
-</a>
-
-<div class="p"><!----></div>
-Because the old Onion Routing design used a stream cipher without integrity
-checking, traffic was
-vulnerable to a malleability attack: though the attacker could not
-decrypt cells, any changes to encrypted data
-would create corresponding changes to the data leaving the network.
-This weakness allowed an adversary who could guess the encrypted content
-to change a padding cell to a destroy
-cell; change the destination address in a <em>relay begin</em> cell to the
-adversary's webserver; or change an FTP command from
-<tt>dir</tt> to <tt>rm&nbsp;*</tt>. (Even an external
-adversary could do this, because the link encryption similarly used a
-stream cipher.)
-
-<div class="p"><!----></div>
-Because Tor uses TLS on its links, external adversaries cannot modify
-data. Addressing the insider malleability attack, however, is
-more complex.
-
-<div class="p"><!----></div>
-We could do integrity checking of the relay cells at each hop, either
-by including hashes or by using an authenticating cipher mode like
-EAX&nbsp;[<a href="#eax" name="CITEeax">6</a>], but there are some problems. First, these approaches
-impose a message-expansion overhead at each hop, and so we would have to
-either leak the path length or waste bytes by padding to a maximum
-path length. Second, these solutions can only verify traffic coming
-from Alice: ORs would not be able to produce suitable hashes for
-the intermediate hops, since the ORs on a circuit do not know the
-other ORs' session keys. Third, we have already accepted that our design
-is vulnerable to end-to-end timing attacks; so tagging attacks performed
-within the circuit provide no additional information to the attacker.
-
-<div class="p"><!----></div>
-Thus, we check integrity only at the edges of each stream. (Remember that
-in our leaky-pipe circuit topology, a stream's edge could be any hop
-in the circuit.) When Alice
-negotiates a key with a new hop, they each initialize a SHA-1
-digest with a derivative of that key,
-thus beginning with randomness that only the two of them know.
-Then they each incrementally add to the SHA-1 digest the contents of
-all relay cells they create, and include with each relay cell the
-first four bytes of the current digest. Each also keeps a SHA-1
-digest of data received, to verify that the received hashes are correct.
-
-<div class="p"><!----></div>
-To be sure of removing or modifying a cell, the attacker must be able
-to deduce the current digest state (which depends on all
-traffic between Alice and Bob, starting with their negotiated key).
-Attacks on SHA-1 where the adversary can incrementally add to a hash
-to produce a new valid hash don't work, because all hashes are
-end-to-end encrypted across the circuit. The computational overhead
-of computing the digests is minimal compared to doing the AES
-encryption performed at each hop of the circuit. We use only four
-bytes per cell to minimize overhead; the chance that an adversary will
-correctly guess a valid hash
-is
-acceptably low, given that the OP or OR tear down the circuit if they
-receive a bad hash.
-
-<div class="p"><!----></div>
- <h3><a name="tth_sEc4.5">
-<a name="subsec:rate-limit">
-4.5</a>&nbsp;&nbsp;Rate limiting and fairness</h3>
-</a>
-
-<div class="p"><!----></div>
-Volunteers are more willing to run services that can limit
-their bandwidth usage. To accommodate them, Tor servers use a
-token bucket approach&nbsp;[<a href="#tannenbaum96" name="CITEtannenbaum96">50</a>] to
-enforce a long-term average rate of incoming bytes, while still
-permitting short-term bursts above the allowed bandwidth.
-
-<div class="p"><!----></div>
-
-<div class="p"><!----></div>
-Because the Tor protocol outputs about the same number of bytes as it
-takes in, it is sufficient in practice to limit only incoming bytes.
-With TCP streams, however, the correspondence is not one-to-one:
-relaying a single incoming byte can require an entire 512-byte cell.
-(We can't just wait for more bytes, because the local application may
-be awaiting a reply.) Therefore, we treat this case as if the entire
-cell size had been read, regardless of the cell's fullness.
-
-<div class="p"><!----></div>
-Further, inspired by Rennhard et al's design in&nbsp;[<a href="#anonnet" name="CITEanonnet">44</a>], a
-circuit's edges can heuristically distinguish interactive streams from bulk
-streams by comparing the frequency with which they supply cells. We can
-provide good latency for interactive streams by giving them preferential
-service, while still giving good overall throughput to the bulk
-streams. Such preferential treatment presents a possible end-to-end
-attack, but an adversary observing both
-ends of the stream can already learn this information through timing
-attacks.
-
-<div class="p"><!----></div>
- <h3><a name="tth_sEc4.6">
-<a name="subsec:congestion">
-4.6</a>&nbsp;&nbsp;Congestion control</h3>
-</a>
-
-<div class="p"><!----></div>
-Even with bandwidth rate limiting, we still need to worry about
-congestion, either accidental or intentional. If enough users choose the
-same OR-to-OR connection for their circuits, that connection can become
-saturated. For example, an attacker could send a large file
-through the Tor network to a webserver he runs, and then
-refuse to read any of the bytes at the webserver end of the
-circuit. Without some congestion control mechanism, these bottlenecks
-can propagate back through the entire network. We don't need to
-reimplement full TCP windows (with sequence numbers,
-the ability to drop cells when we're full and retransmit later, and so
-on),
-because TCP already guarantees in-order delivery of each
-cell.
-We describe our response below.
-
-<div class="p"><!----></div>
-<b>Circuit-level throttling:</b>
-To control a circuit's bandwidth usage, each OR keeps track of two
-windows. The <em>packaging window</em> tracks how many relay data cells the OR is
-allowed to package (from incoming TCP streams) for transmission back to the OP,
-and the <em>delivery window</em> tracks how many relay data cells it is willing
-to deliver to TCP streams outside the network. Each window is initialized
-(say, to 1000 data cells). When a data cell is packaged or delivered,
-the appropriate window is decremented. When an OR has received enough
-data cells (currently 100), it sends a <em>relay sendme</em> cell towards the OP,
-with streamID zero. When an OR receives a <em>relay sendme</em> cell with
-streamID zero, it increments its packaging window. Either of these cells
-increments the corresponding window by 100. If the packaging window
-reaches 0, the OR stops reading from TCP connections for all streams
-on the corresponding circuit, and sends no more relay data cells until
-receiving a <em>relay sendme</em> cell.
-
-<div class="p"><!----></div>
-The OP behaves identically, except that it must track a packaging window
-and a delivery window for every OR in the circuit. If a packaging window
-reaches 0, it stops reading from streams destined for that OR.
-
-<div class="p"><!----></div>
-<b>Stream-level throttling</b>:
-The stream-level congestion control mechanism is similar to the
-circuit-level mechanism. ORs and OPs use <em>relay sendme</em> cells
-to implement end-to-end flow control for individual streams across
-circuits. Each stream begins with a packaging window (currently 500 cells),
-and increments the window by a fixed value (50) upon receiving a <em>relay
-sendme</em> cell. Rather than always returning a <em>relay sendme</em> cell as soon
-as enough cells have arrived, the stream-level congestion control also
-has to check whether data has been successfully flushed onto the TCP
-stream; it sends the <em>relay sendme</em> cell only when the number of bytes pending
-to be flushed is under some threshold (currently 10 cells' worth).
-
-<div class="p"><!----></div>
-
-<div class="p"><!----></div>
-These arbitrarily chosen parameters seem to give tolerable throughput
-and delay; see Section&nbsp;<a href="#sec:in-the-wild">8</a>.
-
-<div class="p"><!----></div>
- <h2><a name="tth_sEc5">
-<a name="sec:rendezvous">
-5</a>&nbsp;&nbsp;Rendezvous Points and hidden services</h2>
-</a>
-
-<div class="p"><!----></div>
-Rendezvous points are a building block for <em>location-hidden
-services</em> (also known as <em>responder anonymity</em>) in the Tor
-network. Location-hidden services allow Bob to offer a TCP
-service, such as a webserver, without revealing his IP address.
-This type of anonymity protects against distributed DoS attacks:
-attackers are forced to attack the onion routing network
-because they do not know Bob's IP address.
-
-<div class="p"><!----></div>
-Our design for location-hidden servers has the following goals.
-<b>Access-control:</b> Bob needs a way to filter incoming requests,
-so an attacker cannot flood Bob simply by making many connections to him.
-<b>Robustness:</b> Bob should be able to maintain a long-term pseudonymous
-identity even in the presence of router failure. Bob's service must
-not be tied to a single OR, and Bob must be able to migrate his service
-across ORs. <b>Smear-resistance:</b>
-A social attacker
-should not be able to "frame" a rendezvous router by
-offering an illegal or disreputable location-hidden service and
-making observers believe the router created that service.
-<b>Application-transparency:</b> Although we require users
-to run special software to access location-hidden servers, we must not
-require them to modify their applications.
-
-<div class="p"><!----></div>
-We provide location-hiding for Bob by allowing him to advertise
-several onion routers (his <em>introduction points</em>) as contact
-points. He may do this on any robust efficient
-key-value lookup system with authenticated updates, such as a
-distributed hash table (DHT) like CFS&nbsp;[<a href="#cfs:sosp01" name="CITEcfs:sosp01">11</a>].<a href="#tthFtNtAAD" name="tthFrefAAD"><sup>3</sup></a> Alice, the client, chooses an OR as her
-<em>rendezvous point</em>. She connects to one of Bob's introduction
-points, informs him of her rendezvous point, and then waits for him
-to connect to the rendezvous point. This extra level of indirection
-helps Bob's introduction points avoid problems associated with serving
-unpopular files directly (for example, if Bob serves
-material that the introduction point's community finds objectionable,
-or if Bob's service tends to get attacked by network vandals).
-The extra level of indirection also allows Bob to respond to some requests
-and ignore others.
-
-<div class="p"><!----></div>
- <h3><a name="tth_sEc5.1">
-5.1</a>&nbsp;&nbsp;Rendezvous points in Tor</h3>
-
-<div class="p"><!----></div>
-The following steps are
-performed on behalf of Alice and Bob by their local OPs;
-application integration is described more fully below.
-
-<div class="p"><!----></div>
-
-<dl compact="compact">
-
- <dt><b></b></dt>
- <dd><li>Bob generates a long-term public key pair to identify his service.</dd>
- <dt><b></b></dt>
- <dd><li>Bob chooses some introduction points, and advertises them on
- the lookup service, signing the advertisement with his public key. He
- can add more later.</dd>
- <dt><b></b></dt>
- <dd><li>Bob builds a circuit to each of his introduction points, and tells
- them to wait for requests.</dd>
- <dt><b></b></dt>
- <dd><li>Alice learns about Bob's service out of band (perhaps Bob told her,
- or she found it on a website). She retrieves the details of Bob's
- service from the lookup service. If Alice wants to access Bob's
- service anonymously, she must connect to the lookup service via Tor.</dd>
- <dt><b></b></dt>
- <dd><li>Alice chooses an OR as the rendezvous point (RP) for her connection to
- Bob's service. She builds a circuit to the RP, and gives it a
- randomly chosen "rendezvous cookie" to recognize Bob.</dd>
- <dt><b></b></dt>
- <dd><li>Alice opens an anonymous stream to one of Bob's introduction
- points, and gives it a message (encrypted with Bob's public key)
- telling it about herself,
- her RP and rendezvous cookie, and the
- start of a DH
- handshake. The introduction point sends the message to Bob.</dd>
- <dt><b></b></dt>
- <dd><li>If Bob wants to talk to Alice, he builds a circuit to Alice's
- RP and sends the rendezvous cookie, the second half of the DH
- handshake, and a hash of the session
- key they now share. By the same argument as in
- Section&nbsp;<a href="#subsubsec:constructing-a-circuit">4.2</a>, Alice knows she
- shares the key only with Bob.</dd>
- <dt><b></b></dt>
- <dd><li>The RP connects Alice's circuit to Bob's. Note that RP can't
- recognize Alice, Bob, or the data they transmit.</dd>
- <dt><b></b></dt>
- <dd><li>Alice sends a <em>relay begin</em> cell along the circuit. It
- arrives at Bob's OP, which connects to Bob's
- webserver.</dd>
- <dt><b></b></dt>
- <dd><li>An anonymous stream has been established, and Alice and Bob
- communicate as normal.
-</dd>
-</dl>
-
-<div class="p"><!----></div>
-When establishing an introduction point, Bob provides the onion router
-with the public key identifying his service. Bob signs his
-messages, so others cannot usurp his introduction point
-in the future. He uses the same public key to establish the other
-introduction points for his service, and periodically refreshes his
-entry in the lookup service.
-
-<div class="p"><!----></div>
-The message that Alice gives
-the introduction point includes a hash of Bob's public key and an optional initial authorization token (the
-introduction point can do prescreening, for example to block replays). Her
-message to Bob may include an end-to-end authorization token so Bob
-can choose whether to respond.
-The authorization tokens can be used to provide selective access:
-important users can get uninterrupted access.
-During normal situations, Bob's service might simply be offered
-directly from mirrors, while Bob gives out tokens to high-priority users. If
-the mirrors are knocked down,
-those users can switch to accessing Bob's service via
-the Tor rendezvous system.
-
-<div class="p"><!----></div>
-Bob's introduction points are themselves subject to DoS &mdash; he must
-open many introduction points or risk such an attack.
-He can provide selected users with a current list or future schedule of
-unadvertised introduction points;
-this is most practical
-if there is a stable and large group of introduction points
-available. Bob could also give secret public keys
-for consulting the lookup service. All of these approaches
-limit exposure even when
-some selected users collude in the DoS.
-
-<div class="p"><!----></div>
- <h3><a name="tth_sEc5.2">
-5.2</a>&nbsp;&nbsp;Integration with user applications</h3>
-
-<div class="p"><!----></div>
-Bob configures his onion proxy to know the local IP address and port of his
-service, a strategy for authorizing clients, and his public key. The onion
-proxy anonymously publishes a signed statement of Bob's
-public key, an expiration time, and
-the current introduction points for his service onto the lookup service,
-indexed
-by the hash of his public key. Bob's webserver is unmodified,
-and doesn't even know that it's hidden behind the Tor network.
-
-<div class="p"><!----></div>
-Alice's applications also work unchanged &mdash; her client interface
-remains a SOCKS proxy. We encode all of the necessary information
-into the fully qualified domain name (FQDN) Alice uses when establishing her
-connection. Location-hidden services use a virtual top level domain
-called <tt>.onion</tt>: thus hostnames take the form <tt>x.y.onion</tt> where
-<tt>x</tt> is the authorization cookie and <tt>y</tt> encodes the hash of
-the public key. Alice's onion proxy
-examines addresses; if they're destined for a hidden server, it decodes
-the key and starts the rendezvous as described above.
-
-<div class="p"><!----></div>
- <h3><a name="tth_sEc5.3">
-5.3</a>&nbsp;&nbsp;Previous rendezvous work</h3>
-
-<div class="p"><!----></div>
-Rendezvous points in low-latency anonymity systems were first
-described for use in ISDN telephony&nbsp;[<a href="#jerichow-jsac98" name="CITEjerichow-jsac98">30</a>,<a href="#isdn-mixes" name="CITEisdn-mixes">38</a>].
-Later low-latency designs used rendezvous points for hiding location
-of mobile phones and low-power location
-trackers&nbsp;[<a href="#federrath-ih96" name="CITEfederrath-ih96">23</a>,<a href="#reed-protocols97" name="CITEreed-protocols97">40</a>]. Rendezvous for
-anonymizing low-latency
-Internet connections was suggested in early Onion Routing
-work&nbsp;[<a href="#or-ih96" name="CITEor-ih96">27</a>], but the first published design was by Ian
-Goldberg&nbsp;[<a href="#ian-thesis" name="CITEian-thesis">26</a>]. His design differs from
-ours in three ways. First, Goldberg suggests that Alice should manually
-hunt down a current location of the service via Gnutella; our approach
-makes lookup transparent to the user, as well as faster and more robust.
-Second, in Tor the client and server negotiate session keys
-with Diffie-Hellman, so plaintext is not exposed even at the rendezvous
-point. Third,
-our design minimizes the exposure from running the
-service, to encourage volunteers to offer introduction and rendezvous
-services. Tor's introduction points do not output any bytes to the
-clients; the rendezvous points don't know the client or the server,
-and can't read the data being transmitted. The indirection scheme is
-also designed to include authentication/authorization &mdash; if Alice doesn't
-include the right cookie with her request for service, Bob need not even
-acknowledge his existence.
-
-<div class="p"><!----></div>
- <h2><a name="tth_sEc6">
-<a name="sec:other-design">
-6</a>&nbsp;&nbsp;Other design decisions</h2>
-</a>
-
-<div class="p"><!----></div>
- <h3><a name="tth_sEc6.1">
-<a name="subsec:dos">
-6.1</a>&nbsp;&nbsp;Denial of service</h3>
-</a>
-
-<div class="p"><!----></div>
-Providing Tor as a public service creates many opportunities for
-denial-of-service attacks against the network. While
-flow control and rate limiting (discussed in
-Section&nbsp;<a href="#subsec:congestion">4.6</a>) prevent users from consuming more
-bandwidth than routers are willing to provide, opportunities remain for
-users to
-consume more network resources than their fair share, or to render the
-network unusable for others.
-
-<div class="p"><!----></div>
-First of all, there are several CPU-consuming denial-of-service
-attacks wherein an attacker can force an OR to perform expensive
-cryptographic operations. For example, an attacker can
-fake the start of a TLS handshake, forcing the OR to carry out its
-(comparatively expensive) half of the handshake at no real computational
-cost to the attacker.
-
-<div class="p"><!----></div>
-We have not yet implemented any defenses for these attacks, but several
-approaches are possible. First, ORs can
-require clients to solve a puzzle&nbsp;[<a href="#puzzles-tls" name="CITEpuzzles-tls">16</a>] while beginning new
-TLS handshakes or accepting <em>create</em> cells. So long as these
-tokens are easy to verify and computationally expensive to produce, this
-approach limits the attack multiplier. Additionally, ORs can limit
-the rate at which they accept <em>create</em> cells and TLS connections,
-so that
-the computational work of processing them does not drown out the
-symmetric cryptography operations that keep cells
-flowing. This rate limiting could, however, allow an attacker
-to slow down other users when they build new circuits.
-
-<div class="p"><!----></div>
-
-<div class="p"><!----></div>
-Adversaries can also attack the Tor network's hosts and network
-links. Disrupting a single circuit or link breaks all streams passing
-along that part of the circuit. Users similarly lose service
-when a router crashes or its operator restarts it. The current
-Tor design treats such attacks as intermittent network failures, and
-depends on users and applications to respond or recover as appropriate. A
-future design could use an end-to-end TCP-like acknowledgment protocol,
-so no streams are lost unless the entry or exit point is
-disrupted. This solution would require more buffering at the network
-edges, however, and the performance and anonymity implications from this
-extra complexity still require investigation.
-
-<div class="p"><!----></div>
- <h3><a name="tth_sEc6.2">
-<a name="subsec:exitpolicies">
-6.2</a>&nbsp;&nbsp;Exit policies and abuse</h3>
-</a>
-
-<div class="p"><!----></div>
-
-<div class="p"><!----></div>
-Exit abuse is a serious barrier to wide-scale Tor deployment. Anonymity
-presents would-be vandals and abusers with an opportunity to hide
-the origins of their activities. Attackers can harm the Tor network by
-implicating exit servers for their abuse. Also, applications that commonly
-use IP-based authentication (such as institutional mail or webservers)
-can be fooled by the fact that anonymous connections appear to originate
-at the exit OR.
-
-<div class="p"><!----></div>
-We stress that Tor does not enable any new class of abuse. Spammers
-and other attackers already have access to thousands of misconfigured
-systems worldwide, and the Tor network is far from the easiest way
-to launch attacks.
-But because the
-onion routers can be mistaken for the originators of the abuse,
-and the volunteers who run them may not want to deal with the hassle of
-explaining anonymity networks to irate administrators, we must block or limit
-abuse through the Tor network.
-
-<div class="p"><!----></div>
-To mitigate abuse issues, each onion router's <em>exit policy</em>
-describes to which external addresses and ports the router will
-connect. On one end of the spectrum are <em>open exit</em>
-nodes that will connect anywhere. On the other end are <em>middleman</em>
-nodes that only relay traffic to other Tor nodes, and <em>private exit</em>
-nodes that only connect to a local host or network. A private
-exit can allow a client to connect to a given host or
-network more securely &mdash; an external adversary cannot eavesdrop traffic
-between the private exit and the final destination, and so is less sure of
-Alice's destination and activities. Most onion routers in the current
-network function as
-<em>restricted exits</em> that permit connections to the world at large,
-but prevent access to certain abuse-prone addresses and services such
-as SMTP.
-The OR might also be able to authenticate clients to
-prevent exit abuse without harming anonymity&nbsp;[<a href="#or-discex00" name="CITEor-discex00">48</a>].
-
-<div class="p"><!----></div>
-
-<div class="p"><!----></div>
-Many administrators use port restrictions to support only a
-limited set of services, such as HTTP, SSH, or AIM.
-This is not a complete solution, of course, since abuse opportunities for these
-protocols are still well known.
-
-<div class="p"><!----></div>
-We have not yet encountered any abuse in the deployed network, but if
-we do we should consider using proxies to clean traffic for certain
-protocols as it leaves the network. For example, much abusive HTTP
-behavior (such as exploiting buffer overflows or well-known script
-vulnerabilities) can be detected in a straightforward manner.
-Similarly, one could run automatic spam filtering software (such as
-SpamAssassin) on email exiting the OR network.
-
-<div class="p"><!----></div>
-ORs may also rewrite exiting traffic to append
-headers or other information indicating that the traffic has passed
-through an anonymity service. This approach is commonly used
-by email-only anonymity systems. ORs can also
-run on servers with hostnames like <tt>anonymous</tt> to further
-alert abuse targets to the nature of the anonymous traffic.
-
-<div class="p"><!----></div>
-A mixture of open and restricted exit nodes allows the most
-flexibility for volunteers running servers. But while having many
-middleman nodes provides a large and robust network,
-having only a few exit nodes reduces the number of points
-an adversary needs to monitor for traffic analysis, and places a
-greater burden on the exit nodes. This tension can be seen in the
-Java Anon Proxy
-cascade model, wherein only one node in each cascade needs to handle
-abuse complaints &mdash; but an adversary only needs to observe the entry
-and exit of a cascade to perform traffic analysis on all that
-cascade's users. The hydra model (many entries, few exits) presents a
-different compromise: only a few exit nodes are needed, but an
-adversary needs to work harder to watch all the clients; see
-Section&nbsp;<a href="#sec:conclusion">10</a>.
-
-<div class="p"><!----></div>
-Finally, we note that exit abuse must not be dismissed as a peripheral
-issue: when a system's public image suffers, it can reduce the number
-and diversity of that system's users, and thereby reduce the anonymity
-of the system itself. Like usability, public perception is a
-security parameter. Sadly, preventing abuse of open exit nodes is an
-unsolved problem, and will probably remain an arms race for the
-foreseeable future. The abuse problems faced by Princeton's CoDeeN
-project&nbsp;[<a href="#darkside" name="CITEdarkside">37</a>] give us a glimpse of likely issues.
-
-<div class="p"><!----></div>
- <h3><a name="tth_sEc6.3">
-<a name="subsec:dirservers">
-6.3</a>&nbsp;&nbsp;Directory Servers</h3>
-</a>
-
-<div class="p"><!----></div>
-First-generation Onion Routing designs&nbsp;[<a href="#freedom2-arch" name="CITEfreedom2-arch">8</a>,<a href="#or-jsac98" name="CITEor-jsac98">41</a>] used
-in-band network status updates: each router flooded a signed statement
-to its neighbors, which propagated it onward. But anonymizing networks
-have different security goals than typical link-state routing protocols.
-For example, delays (accidental or intentional)
-that can cause different parts of the network to have different views
-of link-state and topology are not only inconvenient: they give
-attackers an opportunity to exploit differences in client knowledge.
-We also worry about attacks to deceive a
-client about the router membership list, topology, or current network
-state. Such <em>partitioning attacks</em> on client knowledge help an
-adversary to efficiently deploy resources
-against a target&nbsp;[<a href="#minion-design" name="CITEminion-design">15</a>].
-
-<div class="p"><!----></div>
-Tor uses a small group of redundant, well-known onion routers to
-track changes in network topology and node state, including keys and
-exit policies. Each such <em>directory server</em> acts as an HTTP
-server, so clients can fetch current network state
-and router lists, and so other ORs can upload
-state information. Onion routers periodically publish signed
-statements of their state to each directory server. The directory servers
-combine this information with their own views of network liveness,
-and generate a signed description (a <em>directory</em>) of the entire
-network state. Client software is
-pre-loaded with a list of the directory servers and their keys,
-to bootstrap each client's view of the network.
-
-<div class="p"><!----></div>
-When a directory server receives a signed statement for an OR, it
-checks whether the OR's identity key is recognized. Directory
-servers do not advertise unrecognized ORs &mdash; if they did,
-an adversary could take over the network by creating many
-servers&nbsp;[<a href="#sybil" name="CITEsybil">22</a>]. Instead, new nodes must be approved by the
-directory
-server administrator before they are included. Mechanisms for automated
-node approval are an area of active research, and are discussed more
-in Section&nbsp;<a href="#sec:maintaining-anonymity">9</a>.
-
-<div class="p"><!----></div>
-Of course, a variety of attacks remain. An adversary who controls
-a directory server can track clients by providing them different
-information &mdash; perhaps by listing only nodes under its control, or by
-informing only certain clients about a given node. Even an external
-adversary can exploit differences in client knowledge: clients who use
-a node listed on one directory server but not the others are vulnerable.
-
-<div class="p"><!----></div>
-Thus these directory servers must be synchronized and redundant, so
-that they can agree on a common directory. Clients should only trust
-this directory if it is signed by a threshold of the directory
-servers.
-
-<div class="p"><!----></div>
-The directory servers in Tor are modeled after those in
-Mixminion&nbsp;[<a href="#minion-design" name="CITEminion-design">15</a>], but our situation is easier. First,
-we make the
-simplifying assumption that all participants agree on the set of
-directory servers. Second, while Mixminion needs to predict node
-behavior, Tor only needs a threshold consensus of the current
-state of the network. Third, we assume that we can fall back to the
-human administrators to discover and resolve problems when a consensus
-directory cannot be reached. Since there are relatively few directory
-servers (currently 3, but we expect as many as 9 as the network scales),
-we can afford operations like broadcast to simplify the consensus-building
-protocol.
-
-<div class="p"><!----></div>
-To avoid attacks where a router connects to all the directory servers
-but refuses to relay traffic from other routers, the directory servers
-must also build circuits and use them to anonymously test router
-reliability&nbsp;[<a href="#mix-acc" name="CITEmix-acc">18</a>]. Unfortunately, this defense is not yet
-designed or
-implemented.
-
-<div class="p"><!----></div>
-Using directory servers is simpler and more flexible than flooding.
-Flooding is expensive, and complicates the analysis when we
-start experimenting with non-clique network topologies. Signed
-directories can be cached by other
-onion routers,
-so directory servers are not a performance
-bottleneck when we have many users, and do not aid traffic analysis by
-forcing clients to announce their existence to any
-central point.
-
-<div class="p"><!----></div>
- <h2><a name="tth_sEc7">
-<a name="sec:attacks">
-7</a>&nbsp;&nbsp;Attacks and Defenses</h2>
-</a>
-
-<div class="p"><!----></div>
-Below we summarize a variety of attacks, and discuss how well our
-design withstands them.<br />
-
-<div class="p"><!----></div>
-<font size="+1"><b>Passive attacks</b></font><br />
-<em>Observing user traffic patterns.</em> Observing a user's connection
-will not reveal her destination or data, but it will
-reveal traffic patterns (both sent and received). Profiling via user
-connection patterns requires further processing, because multiple
-application streams may be operating simultaneously or in series over
-a single circuit.
-
-<div class="p"><!----></div>
-<em>Observing user content.</em> While content at the user end is encrypted,
-connections to responders may not be (indeed, the responding website
-itself may be hostile). While filtering content is not a primary goal
-of Onion Routing, Tor can directly use Privoxy and related
-filtering services to anonymize application data streams.
-
-<div class="p"><!----></div>
-<em>Option distinguishability.</em> We allow clients to choose
-configuration options. For example, clients concerned about request
-linkability should rotate circuits more often than those concerned
-about traceability. Allowing choice may attract users with different
-needs; but clients who are
-in the minority may lose more anonymity by appearing distinct than they
-gain by optimizing their behavior&nbsp;[<a href="#econymics" name="CITEeconymics">1</a>].
-
-<div class="p"><!----></div>
-<em>End-to-end timing correlation.</em> Tor only minimally hides
-such correlations. An attacker watching patterns of
-traffic at the initiator and the responder will be
-able to confirm the correspondence with high probability. The
-greatest protection currently available against such confirmation is to hide
-the connection between the onion proxy and the first Tor node,
-by running the OP on the Tor node or behind a firewall. This approach
-requires an observer to separate traffic originating at the onion
-router from traffic passing through it: a global observer can do this,
-but it might be beyond a limited observer's capabilities.
-
-<div class="p"><!----></div>
-<em>End-to-end size correlation.</em> Simple packet counting
-will also be effective in confirming
-endpoints of a stream. However, even without padding, we may have some
-limited protection: the leaky pipe topology means different numbers
-of packets may enter one end of a circuit than exit at the other.
-
-<div class="p"><!----></div>
-<em>Website fingerprinting.</em> All the effective passive
-attacks above are traffic confirmation attacks,
-which puts them outside our design goals. There is also
-a passive traffic analysis attack that is potentially effective.
-Rather than searching exit connections for timing and volume
-correlations, the adversary may build up a database of
-"fingerprints" containing file sizes and access patterns for
-targeted websites. He can later confirm a user's connection to a given
-site simply by consulting the database. This attack has
-been shown to be effective against SafeWeb&nbsp;[<a href="#hintz-pet02" name="CITEhintz-pet02">29</a>].
-It may be less effective against Tor, since
-streams are multiplexed within the same circuit, and
-fingerprinting will be limited to
-the granularity of cells (currently 512 bytes). Additional
-defenses could include
-larger cell sizes, padding schemes to group websites
-into large sets, and link
-padding or long-range dummies.<a href="#tthFtNtAAE" name="tthFrefAAE"><sup>4</sup></a><br />
-
-<div class="p"><!----></div>
-<font size="+1"><b>Active attacks</b></font><br />
-<em>Compromise keys.</em> An attacker who learns the TLS session key can
-see control cells and encrypted relay cells on every circuit on that
-connection; learning a circuit
-session key lets him unwrap one layer of the encryption. An attacker
-who learns an OR's TLS private key can impersonate that OR for the TLS
-key's lifetime, but he must
-also learn the onion key to decrypt <em>create</em> cells (and because of
-perfect forward secrecy, he cannot hijack already established circuits
-without also compromising their session keys). Periodic key rotation
-limits the window of opportunity for these attacks. On the other hand,
-an attacker who learns a node's identity key can replace that node
-indefinitely by sending new forged descriptors to the directory servers.
-
-<div class="p"><!----></div>
-<em>Iterated compromise.</em> A roving adversary who can
-compromise ORs (by system intrusion, legal coercion, or extralegal
-coercion) could march down the circuit compromising the
-nodes until he reaches the end. Unless the adversary can complete
-this attack within the lifetime of the circuit, however, the ORs
-will have discarded the necessary information before the attack can
-be completed. (Thanks to the perfect forward secrecy of session
-keys, the attacker cannot force nodes to decrypt recorded
-traffic once the circuits have been closed.) Additionally, building
-circuits that cross jurisdictions can make legal coercion
-harder &mdash; this phenomenon is commonly called "jurisdictional
-arbitrage." The Java Anon Proxy project recently experienced the
-need for this approach, when
-a German court forced them to add a backdoor to
-their nodes&nbsp;[<a href="#jap-backdoor" name="CITEjap-backdoor">51</a>].
-
-<div class="p"><!----></div>
-<em>Run a recipient.</em> An adversary running a webserver
-trivially learns the timing patterns of users connecting to it, and
-can introduce arbitrary patterns in its responses.
-End-to-end attacks become easier: if the adversary can induce
-users to connect to his webserver (perhaps by advertising
-content targeted to those users), he now holds one end of their
-connection. There is also a danger that application
-protocols and associated programs can be induced to reveal information
-about the initiator. Tor depends on Privoxy and similar protocol cleaners
-to solve this latter problem.
-
-<div class="p"><!----></div>
-<em>Run an onion proxy.</em> It is expected that end users will
-nearly always run their own local onion proxy. However, in some
-settings, it may be necessary for the proxy to run
-remotely &mdash; typically, in institutions that want
-to monitor the activity of those connecting to the proxy.
-Compromising an onion proxy compromises all future connections
-through it.
-
-<div class="p"><!----></div>
-<em>DoS non-observed nodes.</em> An observer who can only watch some
-of the Tor network can increase the value of this traffic
-by attacking non-observed nodes to shut them down, reduce
-their reliability, or persuade users that they are not trustworthy.
-The best defense here is robustness.
-
-<div class="p"><!----></div>
-<em>Run a hostile OR.</em> In addition to being a local observer,
-an isolated hostile node can create circuits through itself, or alter
-traffic patterns to affect traffic at other nodes. Nonetheless, a hostile
-node must be immediately adjacent to both endpoints to compromise the
-anonymity of a circuit. If an adversary can
-run multiple ORs, and can persuade the directory servers
-that those ORs are trustworthy and independent, then occasionally
-some user will choose one of those ORs for the start and another
-as the end of a circuit. If an adversary
-controls m &gt; 1 of N nodes, he can correlate at most
-([m/N])<sup>2</sup> of the traffic &mdash; although an
-adversary
-could still attract a disproportionately large amount of traffic
-by running an OR with a permissive exit policy, or by
-degrading the reliability of other routers.
-
-<div class="p"><!----></div>
-<em>Introduce timing into messages.</em> This is simply a stronger
-version of passive timing attacks already discussed earlier.
-
-<div class="p"><!----></div>
-<em>Tagging attacks.</em> A hostile node could "tag" a
-cell by altering it. If the
-stream were, for example, an unencrypted request to a Web site,
-the garbled content coming out at the appropriate time would confirm
-the association. However, integrity checks on cells prevent
-this attack.
-
-<div class="p"><!----></div>
-<em>Replace contents of unauthenticated protocols.</em> When
-relaying an unauthenticated protocol like HTTP, a hostile exit node
-can impersonate the target server. Clients
-should prefer protocols with end-to-end authentication.
-
-<div class="p"><!----></div>
-<em>Replay attacks.</em> Some anonymity protocols are vulnerable
-to replay attacks. Tor is not; replaying one side of a handshake
-will result in a different negotiated session key, and so the rest
-of the recorded session can't be used.
-
-<div class="p"><!----></div>
-<em>Smear attacks.</em> An attacker could use the Tor network for
-socially disapproved acts, to bring the
-network into disrepute and get its operators to shut it down.
-Exit policies reduce the possibilities for abuse, but
-ultimately the network requires volunteers who can tolerate
-some political heat.
-
-<div class="p"><!----></div>
-<em>Distribute hostile code.</em> An attacker could trick users
-into running subverted Tor software that did not, in fact, anonymize
-their connections &mdash; or worse, could trick ORs into running weakened
-software that provided users with less anonymity. We address this
-problem (but do not solve it completely) by signing all Tor releases
-with an official public key, and including an entry in the directory
-that lists which versions are currently believed to be secure. To
-prevent an attacker from subverting the official release itself
-(through threats, bribery, or insider attacks), we provide all
-releases in source code form, encourage source audits, and
-frequently warn our users never to trust any software (even from
-us) that comes without source.<br />
-
-<div class="p"><!----></div>
-<font size="+1"><b>Directory attacks</b></font><br />
-<em>Destroy directory servers.</em> If a few directory
-servers disappear, the others still decide on a valid
-directory. So long as any directory servers remain in operation,
-they will still broadcast their views of the network and generate a
-consensus directory. (If more than half are destroyed, this
-directory will not, however, have enough signatures for clients to
-use it automatically; human intervention will be necessary for
-clients to decide whether to trust the resulting directory.)
-
-<div class="p"><!----></div>
-<em>Subvert a directory server.</em> By taking over a directory server,
-an attacker can partially influence the final directory. Since ORs
-are included or excluded by majority vote, the corrupt directory can
-at worst cast a tie-breaking vote to decide whether to include
-marginal ORs. It remains to be seen how often such marginal cases
-occur in practice.
-
-<div class="p"><!----></div>
-<em>Subvert a majority of directory servers.</em> An adversary who controls
-more than half the directory servers can include as many compromised
-ORs in the final directory as he wishes. We must ensure that directory
-server operators are independent and attack-resistant.
-
-<div class="p"><!----></div>
-<em>Encourage directory server dissent.</em> The directory
-agreement protocol assumes that directory server operators agree on
-the set of directory servers. An adversary who can persuade some
-of the directory server operators to distrust one another could
-split the quorum into mutually hostile camps, thus partitioning
-users based on which directory they use. Tor does not address
-this attack.
-
-<div class="p"><!----></div>
-<em>Trick the directory servers into listing a hostile OR.</em>
-Our threat model explicitly assumes directory server operators will
-be able to filter out most hostile ORs.
-
-<div class="p"><!----></div>
-<em>Convince the directories that a malfunctioning OR is
-working.</em> In the current Tor implementation, directory servers
-assume that an OR is running correctly if they can start a TLS
-connection to it. A hostile OR could easily subvert this test by
-accepting TLS connections from ORs but ignoring all cells. Directory
-servers must actively test ORs by building circuits and streams as
-appropriate. The tradeoffs of a similar approach are discussed
-in&nbsp;[<a href="#mix-acc" name="CITEmix-acc">18</a>].<br />
-
-<div class="p"><!----></div>
-<font size="+1"><b>Attacks against rendezvous points</b></font><br />
-<em>Make many introduction requests.</em> An attacker could
-try to deny Bob service by flooding his introduction points with
-requests. Because the introduction points can block requests that
-lack authorization tokens, however, Bob can restrict the volume of
-requests he receives, or require a certain amount of computation for
-every request he receives.
-
-<div class="p"><!----></div>
-<em>Attack an introduction point.</em> An attacker could
-disrupt a location-hidden service by disabling its introduction
-points. But because a service's identity is attached to its public
-key, the service can simply re-advertise
-itself at a different introduction point. Advertisements can also be
-done secretly so that only high-priority clients know the address of
-Bob's introduction points or so that different clients know of different
-introduction points. This forces the attacker to disable all possible
-introduction points.
-
-<div class="p"><!----></div>
-<em>Compromise an introduction point.</em> An attacker who controls
-Bob's introduction point can flood Bob with
-introduction requests, or prevent valid introduction requests from
-reaching him. Bob can notice a flood, and close the circuit. To notice
-blocking of valid requests, however, he should periodically test the
-introduction point by sending rendezvous requests and making
-sure he receives them.
-
-<div class="p"><!----></div>
-<em>Compromise a rendezvous point.</em> A rendezvous
-point is no more sensitive than any other OR on
-a circuit, since all data passing through the rendezvous is encrypted
-with a session key shared by Alice and Bob.
-
-<div class="p"><!----></div>
- <h2><a name="tth_sEc8">
-<a name="sec:in-the-wild">
-8</a>&nbsp;&nbsp;Early experiences: Tor in the Wild</h2>
-</a>
-
-<div class="p"><!----></div>
-As of mid-May 2004, the Tor network consists of 32 nodes
-(24 in the US, 8 in Europe), and more are joining each week as the code
-matures. (For comparison, the current remailer network
-has about 40 nodes.) Each node has at least a 768Kb/768Kb connection, and
-many have 10Mb. The number of users varies (and of course, it's hard to
-tell for sure), but we sometimes have several hundred users &mdash; administrators at
-several companies have begun sending their entire departments' web
-traffic through Tor, to block other divisions of
-their company from reading their traffic. Tor users have reported using
-the network for web browsing, FTP, IRC, AIM, Kazaa, SSH, and
-recipient-anonymous email via rendezvous points. One user has anonymously
-set up a Wiki as a hidden service, where other users anonymously publish
-the addresses of their hidden services.
-
-<div class="p"><!----></div>
-Each Tor node currently processes roughly 800,000 relay
-cells (a bit under half a gigabyte) per week. On average, about 80%
-of each 498-byte payload is full for cells going back to the client,
-whereas about 40% is full for cells coming from the client. (The difference
-arises because most of the network's traffic is web browsing.) Interactive
-traffic like SSH brings down the average a lot &mdash; once we have more
-experience, and assuming we can resolve the anonymity issues, we may
-partition traffic into two relay cell sizes: one to handle
-bulk traffic and one for interactive traffic.
-
-<div class="p"><!----></div>
-Based in part on our restrictive default exit policy (we
-reject SMTP requests) and our low profile, we have had no abuse
-issues since the network was deployed in October
-2003. Our slow growth rate gives us time to add features,
-resolve bugs, and get a feel for what users actually want from an
-anonymity system. Even though having more users would bolster our
-anonymity sets, we are not eager to attract the Kazaa or warez
-communities &mdash; we feel that we must build a reputation for privacy, human
-rights, research, and other socially laudable activities.
-
-<div class="p"><!----></div>
-As for performance, profiling shows that Tor spends almost
-all its CPU time in AES, which is fast. Current latency is attributable
-to two factors. First, network latency is critical: we are
-intentionally bouncing traffic around the world several times. Second,
-our end-to-end congestion control algorithm focuses on protecting
-volunteer servers from accidental DoS rather than on optimizing
-performance. To quantify these effects, we did some informal tests using a network of 4
-nodes on the same machine (a heavily loaded 1GHz Athlon). We downloaded a 60
-megabyte file from <tt>debian.org</tt> every 30 minutes for 54 hours (108 sample
-points). It arrived in about 300 seconds on average, compared to 210s for a
-direct download. We ran a similar test on the production Tor network,
-fetching the front page of <tt>cnn.com</tt> (55 kilobytes):
-while a direct
-download consistently took about 0.3s, the performance through Tor varied.
-Some downloads were as fast as 0.4s, with a median at 2.8s, and
-90% finishing within 5.3s. It seems that as the network expands, the chance
-of building a slow circuit (one that includes a slow or heavily loaded node
-or link) is increasing. On the other hand, as our users remain satisfied
-with this increased latency, we can address our performance incrementally as we
-proceed with development.
-<div class="p"><!----></div>
-
-<div class="p"><!----></div>
-
-<div class="p"><!----></div>
-Although Tor's clique topology and full-visibility directories present
-scaling problems, we still expect the network to support a few hundred
-nodes and maybe 10,000 users before we're forced to become
-more distributed. With luck, the experience we gain running the current
-topology will help us choose among alternatives when the time comes.
-
-<div class="p"><!----></div>
- <h2><a name="tth_sEc9">
-<a name="sec:maintaining-anonymity">
-9</a>&nbsp;&nbsp;Open Questions in Low-latency Anonymity</h2>
-</a>
-
-<div class="p"><!----></div>
-In addition to the non-goals in
-Section&nbsp;<a href="#subsec:non-goals">3</a>, many questions must be solved
-before we can be confident of Tor's security.
-
-<div class="p"><!----></div>
-Many of these open issues are questions of balance. For example,
-how often should users rotate to fresh circuits? Frequent rotation
-is inefficient, expensive, and may lead to intersection attacks and
-predecessor attacks&nbsp;[<a href="#wright03" name="CITEwright03">54</a>], but infrequent rotation makes the
-user's traffic linkable. Besides opening fresh circuits, clients can
-also exit from the middle of the circuit,
-or truncate and re-extend the circuit. More analysis is
-needed to determine the proper tradeoff.
-
-<div class="p"><!----></div>
-
-<div class="p"><!----></div>
-How should we choose path lengths? If Alice always uses two hops,
-then both ORs can be certain that by colluding they will learn about
-Alice and Bob. In our current approach, Alice always chooses at least
-three nodes unrelated to herself and her destination.
-Should Alice choose a random path length (e.g.&nbsp;from a geometric
-distribution) to foil an attacker who
-uses timing to learn that he is the fifth hop and thus concludes that
-both Alice and the responder are running ORs?
-
-<div class="p"><!----></div>
-Throughout this paper, we have assumed that end-to-end traffic
-confirmation will immediately and automatically defeat a low-latency
-anonymity system. Even high-latency anonymity systems can be
-vulnerable to end-to-end traffic confirmation, if the traffic volumes
-are high enough, and if users' habits are sufficiently
-distinct&nbsp;[<a href="#statistical-disclosure" name="CITEstatistical-disclosure">14</a>,<a href="#limits-open" name="CITElimits-open">31</a>]. Can anything be
-done to
-make low-latency systems resist these attacks as well as high-latency
-systems? Tor already makes some effort to conceal the starts and ends of
-streams by wrapping long-range control commands in identical-looking
-relay cells. Link padding could frustrate passive observers who count
-packets; long-range padding could work against observers who own the
-first hop in a circuit. But more research remains to find an efficient
-and practical approach. Volunteers prefer not to run constant-bandwidth
-padding; but no convincing traffic shaping approach has been
-specified. Recent work on long-range padding&nbsp;[<a href="#defensive-dropping" name="CITEdefensive-dropping">33</a>]
-shows promise. One could also try to reduce correlation in packet timing
-by batching and re-ordering packets, but it is unclear whether this could
-improve anonymity without introducing so much latency as to render the
-network unusable.
-
-<div class="p"><!----></div>
-A cascade topology may better defend against traffic confirmation by
-aggregating users, and making padding and
-mixing more affordable. Does the hydra topology (many input nodes,
-few output nodes) work better against some adversaries? Are we going
-to get a hydra anyway because most nodes will be middleman nodes?
-
-<div class="p"><!----></div>
-Common wisdom suggests that Alice should run her own OR for best
-anonymity, because traffic coming from her node could plausibly have
-come from elsewhere. How much mixing does this approach need? Is it
-immediately beneficial because of real-world adversaries that can't
-observe Alice's router, but can run routers of their own?
-
-<div class="p"><!----></div>
-To scale to many users, and to prevent an attacker from observing the
-whole network, it may be necessary
-to support far more servers than Tor currently anticipates.
-This introduces several issues. First, if approval by a central set
-of directory servers is no longer feasible, what mechanism should be used
-to prevent adversaries from signing up many colluding servers? Second,
-if clients can no longer have a complete picture of the network,
-how can they perform discovery while preventing attackers from
-manipulating or exploiting gaps in their knowledge? Third, if there
-are too many servers for every server to constantly communicate with
-every other, which non-clique topology should the network use?
-(Restricted-route topologies promise comparable anonymity with better
-scalability&nbsp;[<a href="#danezis-pets03" name="CITEdanezis-pets03">13</a>], but whatever topology we choose, we
-need some way to keep attackers from manipulating their position within
-it&nbsp;[<a href="#casc-rep" name="CITEcasc-rep">21</a>].) Fourth, if no central authority is tracking
-server reliability, how do we stop unreliable servers from making
-the network unusable? Fifth, do clients receive so much anonymity
-from running their own ORs that we should expect them all to do
-so&nbsp;[<a href="#econymics" name="CITEeconymics">1</a>], or do we need another incentive structure to
-motivate them? Tarzan and MorphMix present possible solutions.
-
-<div class="p"><!----></div>
-
-<div class="p"><!----></div>
-When a Tor node goes down, all its circuits (and thus streams) must break.
-Will users abandon the system because of this brittleness? How well
-does the method in Section&nbsp;<a href="#subsec:dos">6.1</a> allow streams to survive
-node failure? If affected users rebuild circuits immediately, how much
-anonymity is lost? It seems the problem is even worse in a peer-to-peer
-environment &mdash; such systems don't yet provide an incentive for peers to
-stay connected when they're done retrieving content, so we would expect
-a higher churn rate.
-
-<div class="p"><!----></div>
-
-<div class="p"><!----></div>
- <h2><a name="tth_sEc10">
-<a name="sec:conclusion">
-10</a>&nbsp;&nbsp;Future Directions</h2>
-</a>
-
-<div class="p"><!----></div>
-Tor brings together many innovations into a unified deployable system. The
-next immediate steps include:
-
-<div class="p"><!----></div>
-<em>Scalability:</em> Tor's emphasis on deployability and design simplicity
-has led us to adopt a clique topology, semi-centralized
-directories, and a full-network-visibility model for client
-knowledge. These properties will not scale past a few hundred servers.
-Section&nbsp;<a href="#sec:maintaining-anonymity">9</a> describes some promising
-approaches, but more deployment experience will be helpful in learning
-the relative importance of these bottlenecks.
-
-<div class="p"><!----></div>
-<em>Bandwidth classes:</em> This paper assumes that all ORs have
-good bandwidth and latency. We should instead adopt the MorphMix model,
-where nodes advertise their bandwidth level (DSL, T1, T3), and
-Alice avoids bottlenecks by choosing nodes that match or
-exceed her bandwidth. In this way DSL users can usefully join the Tor
-network.
-
-<div class="p"><!----></div>
-<em>Incentives:</em> Volunteers who run nodes are rewarded with publicity
-and possibly better anonymity&nbsp;[<a href="#econymics" name="CITEeconymics">1</a>]. More nodes means increased
-scalability, and more users can mean more anonymity. We need to continue
-examining the incentive structures for participating in Tor. Further,
-we need to explore more approaches to limiting abuse, and understand
-why most people don't bother using privacy systems.
-
-<div class="p"><!----></div>
-<em>Cover traffic:</em> Currently Tor omits cover traffic &mdash; its costs
-in performance and bandwidth are clear but its security benefits are
-not well understood. We must pursue more research on link-level cover
-traffic and long-range cover traffic to determine whether some simple padding
-method offers provable protection against our chosen adversary.
-
-<div class="p"><!----></div>
-
-<div class="p"><!----></div>
-<em>Caching at exit nodes:</em> Perhaps each exit node should run a
-caching web proxy&nbsp;[<a href="#shsm03" name="CITEshsm03">47</a>], to improve anonymity for cached pages
-(Alice's request never
-leaves the Tor network), to improve speed, and to reduce bandwidth cost.
-On the other hand, forward security is weakened because caches
-constitute a record of retrieved files. We must find the right
-balance between usability and security.
-
-<div class="p"><!----></div>
-<em>Better directory distribution:</em>
-Clients currently download a description of
-the entire network every 15 minutes. As the state grows larger
-and clients more numerous, we may need a solution in which
-clients receive incremental updates to directory state.
-More generally, we must find more
-scalable yet practical ways to distribute up-to-date snapshots of
-network status without introducing new attacks.
-
-<div class="p"><!----></div>
-<em>Further specification review:</em> Our public
-byte-level specification&nbsp;[<a href="#tor-spec" name="CITEtor-spec">20</a>] needs
-external review. We hope that as Tor
-is deployed, more people will examine its
-specification.
-
-<div class="p"><!----></div>
-<em>Multisystem interoperability:</em> We are currently working with the
-designer of MorphMix to unify the specification and implementation of
-the common elements of our two systems. So far, this seems
-to be relatively straightforward. Interoperability will allow testing
-and direct comparison of the two designs for trust and scalability.
-
-<div class="p"><!----></div>
-<em>Wider-scale deployment:</em> The original goal of Tor was to
-gain experience in deploying an anonymizing overlay network, and
-learn from having actual users. We are now at a point in design
-and development where we can start deploying a wider network. Once
-we have many actual users, we will doubtlessly be better
-able to evaluate some of our design decisions, including our
-robustness/latency tradeoffs, our performance tradeoffs (including
-cell size), our abuse-prevention mechanisms, and
-our overall usability.
-
-<div class="p"><!----></div>
-
-<div class="p"><!----></div>
-
-<h2>Acknowledgments</h2>
- We thank Peter Palfrader, Geoff Goodell, Adam Shostack, Joseph Sokol-Margolis,
- John Bashinski, and Zack Brown
- for editing and comments;
- Matej Pfajfar, Andrei Serjantov, Marc Rennhard for design discussions;
- Bram Cohen for congestion control discussions;
- Adam Back for suggesting telescoping circuits; and
- Cathy Meadows for formal analysis of the <em>extend</em> protocol.
- This work has been supported by ONR and DARPA.
-
-<div class="p"><!----></div>
-
-<div class="p"><!----></div>
-
-<div class="p"><!----></div>
-<h2>References</h2>
-
-<dl compact="compact">
-<font size="-1"></font> <dt><a href="#CITEeconymics" name="econymics">[1]</a></dt><dd>
-A.&nbsp;Acquisti, R.&nbsp;Dingledine, and P.&nbsp;Syverson.
- On the economics of anonymity.
- In R.&nbsp;N. Wright, editor, <em>Financial Cryptography</em>.
- Springer-Verlag, LNCS 2742, 2003.
-
-<div class="p"><!----></div>
-</dd>
- <dt><a href="#CITEeternity" name="eternity">[2]</a></dt><dd>
-R.&nbsp;Anderson.
- The eternity service.
- In <em>Pragocrypt '96</em>, 1996.
-
-<div class="p"><!----></div>
-</dd>
- <dt><a href="#CITEanonymizer" name="anonymizer">[3]</a></dt><dd>
-The Anonymizer.
- <tt>&lt;http://anonymizer.com/&#62;.
-
-<div class="p"><!----></div>
-</tt></dd>
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-A.&nbsp;Back, I.&nbsp;Goldberg, and A.&nbsp;Shostack.
- Freedom systems 2.1 security issues and analysis.
- White paper, Zero Knowledge Systems, Inc., May 2001.
-
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-A.&nbsp;Back, U.&nbsp;M&#246;ller, and A.&nbsp;Stiglic.
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- In I.&nbsp;S. Moskowitz, editor, <em>Information Hiding (IH 2001)</em>, pages
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-
-<div class="p"><!----></div>
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-
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- Springer-Verlag, LNCS 2009, 2000.
-
-<div class="p"><!----></div>
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-P.&nbsp;Boucher, A.&nbsp;Shostack, and I.&nbsp;Goldberg.
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- White paper, Zero Knowledge Systems, Inc., December 2000.
-
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-Z.&nbsp;Brown.
- Cebolla: Pragmatic IP Anonymity.
- In <em>Ottawa Linux Symposium</em>, June 2002.
-
-<div class="p"><!----></div>
-</dd>
- <dt><a href="#CITEchaum-mix" name="chaum-mix">[10]</a></dt><dd>
-D.&nbsp;Chaum.
- Untraceable electronic mail, return addresses, and digital
- pseudo-nyms.
- <em>Communications of the ACM</em>, 4(2), February 1981.
-
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-F.&nbsp;Dabek, M.&nbsp;F. Kaashoek, D.&nbsp;Karger, R.&nbsp;Morris, and I.&nbsp;Stoica.
- Wide-area cooperative storage with CFS.
- In <em>18th ACM Symposium on Operating Systems Principles
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-
-<div class="p"><!----></div>
-</dd>
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-W.&nbsp;Dai.
- Pipenet 1.1.
- Usenet post, August 1996.
- <tt>&lt;http://www.eskimo.com/&nbsp;weidai/pipenet.txt&#62; First mentioned in a
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-
-<div class="p"><!----></div>
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- <dt><a href="#CITEdanezis-pets03" name="danezis-pets03">[13]</a></dt><dd>
-G.&nbsp;Danezis.
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- 2003)</em>. Springer-Verlag LNCS 2760, 2003.
-
-<div class="p"><!----></div>
-</dd>
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- Statistical disclosure attacks.
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- pages 421-426, Athens, May 2003. IFIP TC11, Kluwer.
-
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-</dl>
-
-
-<div class="p"><!----></div>
-<hr /><h3>Footnotes:</h3>
-
-<div class="p"><!----></div>
-<a name="tthFtNtAAB"></a><a href="#tthFrefAAB"><sup>1</sup></a>Actually, the negotiated key is used to derive two
- symmetric keys: one for each direction.
-<div class="p"><!----></div>
-<a name="tthFtNtAAC"></a><a href="#tthFrefAAC"><sup>2</sup></a>
- With 48 bits of digest per cell, the probability of an accidental
-collision is far lower than the chance of hardware failure.
-<div class="p"><!----></div>
-<a name="tthFtNtAAD"></a><a href="#tthFrefAAD"><sup>3</sup></a>
-Rather than rely on an external infrastructure, the Onion Routing network
-can run the lookup service itself. Our current implementation provides a
-simple lookup system on the
-directory servers.
-<div class="p"><!----></div>
-<a name="tthFtNtAAE"></a><a href="#tthFrefAAE"><sup>4</sup></a>Note that this fingerprinting
-attack should not be confused with the much more complicated latency
-attacks of&nbsp;[<a href="#back01" name="CITEback01">5</a>], which require a fingerprint of the latencies
-of all circuits through the network, combined with those from the
-network edges to the target user and the responder website.
-<br /><br /><hr /><small>File translated from
-T<sub><font size="-1">E</font></sub>X
-by <a href="http://hutchinson.belmont.ma.us/tth/">
-T<sub><font size="-1">T</font></sub>H</a>,
-version 3.59.<br />On 18 May 2004, 10:45.</small>
-</body></html>
-