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Shining light in dark places: Understanding the Tor network
- In Proceedings of the 8th Privacy Enhancing Technologies Symposium
, 2008
"... Abstract. To date, there has yet to be a study that characterizes the usage of a real deployed anonymity service. We present observations and analysis obtained by participating in the Tor network. Our primary goals are to better understand Tor as it is deployed and through this understanding, propos ..."
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Cited by 33 (12 self)
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Abstract. To date, there has yet to be a study that characterizes the usage of a real deployed anonymity service. We present observations and analysis obtained by participating in the Tor network. Our primary goals are to better understand Tor as it is deployed and through this understanding, propose improvements. In particular, we are interested in answering the following questions: (1) How is Tor being used? (2) How is Tor being mis-used? (3) Who is using Tor? To sample the results, we show that web traffic makes up the majority of the connections and bandwidth, but non-interactive protocols consume a disproportionately large amount of bandwidth when compared to interactive protocols. We provide a survey of how Tor is being misused, both by clients and by Tor router operators. In particular, we develop a method for detecting exit router logging (in certain cases). Finally, we present evidence that Tor is used throughout the world, but router participation is limited to only a few countries. 1
A Tune-up for Tor: Improving Security and Performance in the Tor Network
, 2008
"... The Tor anonymous communication network uses selfreported bandwidth values to select routers for building tunnels. Since tunnels are allocated in proportion to this bandwidth, this allows a malicious router operator to attract tunnels for compromise. Since the metric used is insensitive to relative ..."
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Cited by 22 (0 self)
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The Tor anonymous communication network uses selfreported bandwidth values to select routers for building tunnels. Since tunnels are allocated in proportion to this bandwidth, this allows a malicious router operator to attract tunnels for compromise. Since the metric used is insensitive to relative load, it does not adequately respond to changing conditions and hence produces unreliable performance, driving many users away. We propose an opportunistic bandwidth measurement algorithm to replace selfreported values and address both of these problems. We also propose a mechanisms to let users tune Tor performance to achieve higher performance or higher anonymity. Our mechanism effectively blends the traffic from users of different preferences, making partitioning attacks difficult. We implemented the opportunistic measurement and tunable performance extensions and examined their performance both analytically and in the real Tor network. Our results show that users can get dramatic increases in either performance or anonymity with little to no sacrifice in the other metric, or a more modest improvement in both. Our mechanisms are also invulnerable to the previously published low-resource attacks on Tor.
A Case Study on Measuring Statistical Data in the Tor Anonymity Network ⋆ 1
"... Abstract. The Tor network is one of the largest deployed anonymity networks, consisting of 1500+ volunteer-run relays and probably hundreds of thousands of clients connecting every day. Its large user-base has made it attractive for researchers to analyze usage of a real deployed anonymity network. ..."
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Cited by 7 (0 self)
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Abstract. The Tor network is one of the largest deployed anonymity networks, consisting of 1500+ volunteer-run relays and probably hundreds of thousands of clients connecting every day. Its large user-base has made it attractive for researchers to analyze usage of a real deployed anonymity network. The recent growth of the network has also led to performance problems, as well as attempts by some governments to block access to the Tor network. Investigating these performance problems and learning about network blocking is best done by measuring usage data of the Tor network. However, analyzing a live anonymity system must be performed with great care, so that the users ’ privacy is not put at risk. In this paper we present a case study of measuring two different types of sensitive data in the Tor network: countries of connecting clients, and exiting traffic by port. Based on these examples we derive general guidelines for safely measuring potentially sensitive data, both in the Tor network and in other anonymity networks. 1
Performance Measurements and Statistics of Tor Hidden Services
"... Tor (The Onion Routing) provides a secure mechanism for offering TCP-based services while concealing the hidden server’s IP address. In general the acceptance of services strongly relies on its QoS properties. For potential Tor users, provided the anonymity is secured, probably the most important Qo ..."
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Cited by 4 (2 self)
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Tor (The Onion Routing) provides a secure mechanism for offering TCP-based services while concealing the hidden server’s IP address. In general the acceptance of services strongly relies on its QoS properties. For potential Tor users, provided the anonymity is secured, probably the most important QoS parameter is the time until they finally get response by such a hidden service. Internally, overall response times are constituted by several steps invisible for the user. We provide comprehensive measurements of all relevant latencies and a detailed statistical analysis with special focus on the overall response times. Thereby, we gain valuable insights that enable us to give certain statistical assertions and to suggest improvements in the hidden service protocol and its implementation. 1.
Performance measurements of Tor hidden services in low-bandwidth access networks
- In Proceedings of the 7th International Conference on Applied Cryptography and Network Security (ACNS 09), Paris-Rocquencourt
, 2009
"... Abstract. Being able to access and provide Internet services anonymously is an important mechanism to ensure freedom of speech in vast parts of the world. Offering location-hidden services on the Internet requires complex redirection protocols to obscure the locations and identities of communication ..."
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Cited by 3 (1 self)
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Abstract. Being able to access and provide Internet services anonymously is an important mechanism to ensure freedom of speech in vast parts of the world. Offering location-hidden services on the Internet requires complex redirection protocols to obscure the locations and identities of communication partners. The anonymity system Tor supports such a protocol for providing and accessing TCP-based services anonymously. The complexity of the hidden service protocol results in significantly higher response times which is, however, a crucial barrier to user acceptance. This communication overhead becomes even more evident when using limited access networks like cellular phone networks. We provide comprehensive measurements and statistical analysis of the bootstrapping of client processes and different sub-steps of the Tor hidden service protocol under the influence of limited access networks. Thereby, we are able to identify bottlenecks for low-bandwidth access networks and to suggest improvements regarding these networks. 1
Shalon: Lightweight anonymization based on open standards
- In Proceedings of the 19th International Conference on Computer Communications and Networks (IEEE ICCCN 2009
, 2009
"... Abstract—In this paper, we introduce a novel lightweight anonymization technique called Shalon. It is based on onion routing, aims to reduce complexity, and delivers high bandwidth. We have, compared to the widely known approach Tor, slightly reduced the level of security in favor for greatly increa ..."
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Cited by 1 (1 self)
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Abstract—In this paper, we introduce a novel lightweight anonymization technique called Shalon. It is based on onion routing, aims to reduce complexity, and delivers high bandwidth. We have, compared to the widely known approach Tor, slightly reduced the level of security in favor for greatly increased performance. The most significant advantage compared to other approaches is that Shalon is fully based on standardized protocols, which makes our approach highly efficient and easy to deploy. It also makes Shalon easier to understand for normal users, eases protocol reviews, and increases the chance of having several implementations of Shalon available. In this work, we provide a description of the design and implementation of Shalon, a performance and anonymity analysis, and a discussion on the scalability properties.
Website Fingerprinting: Attacking Popular Privacy Enhancing Technologies with The Multinomial Naïve-bayes Classifier
, 2009
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On the Optimal Path Length for Tor
"... Abstract. Choosing a path length for low latency anonymous networks that optimally balances security and performance is an open problem. Tor’s design decision to build paths with precisely three routers is thought to strike the correct balance. In this paper, we investigate this design decision by e ..."
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Abstract. Choosing a path length for low latency anonymous networks that optimally balances security and performance is an open problem. Tor’s design decision to build paths with precisely three routers is thought to strike the correct balance. In this paper, we investigate this design decision by experimentally evaluating several of the key benefits and drawbacks of two-hop and three-hop paths. We find that (1) a threehop design is slightly more vulnerable to endpoint compromise than a two-hop design in the presence of attackers who employ simple denialof-service tactics; (2) two-hop paths trivially reveal entry guards to exit routers, but even with three-hop paths the exit can learn entry guards by deploying inexpensive middle-only routers; and (3) three-hop paths incur a performance penalty relative to two-hop paths. Looking forward, we identify and discuss a number of open issues related to path length. 1
Low Latency High Bandwidth Anonymous Overlay Network with Anonymous Routing
"... Abstract. Most existing anonymous networks focus on providing strong anonymity for the price of having lower bandwidth, higher latency and degraded usability when compared with the conventional use of the Internet. They also often anonymize only a few specific applications. In this paper, we propose ..."
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Abstract. Most existing anonymous networks focus on providing strong anonymity for the price of having lower bandwidth, higher latency and degraded usability when compared with the conventional use of the Internet. They also often anonymize only a few specific applications. In this paper, we propose a new approach of constructing an anonymous network. The network consists of an overlay network, which provides anonymity to all applications running on top of it, and a routing protocol, which can be considered as an anonymized version of path vector routing. The protocol preserves the high performance characteristics of the path vector routing and also has the added advantage of hiding the overlay network topology. Our simulation results show that the expected latency of our approach is 50 % better than that of existing systems. Besides the new anonymous routing protocol, this paper aims to provide the general overview of this new anonymous overlay network which may serve as the input for further research. 1

