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Tor provides anonymity to millions of users around the globe which has made it a valuable target for malicious actors. As a low-latency anonymity system, it is vulnerable to traffic correlation attacks from strong passive adversaries such…

Networking and Internet Architecture · Computer Science 2024-03-15 Gabriel Karl Gegenhuber , Markus Maier , Florian Holzbauer , Wilfried Mayer , Georg Merzdovnik , Edgar Weippl , Johanna Ullrich

Ever since the introduction of the internet, it has been void of any privacy. The majority of internet traffic currently is and always has been unencrypted. A number of anonymous communication overlay networks exist whose aim it is to…

Computers and Society · Computer Science 2014-04-21 Rolf Jagerman , Wendo Sabée , Laurens Versluis , Martijn de Vos , Johan Pouwelse

The architectures of deployed anonymity systems such as Tor suffer from two key problems that limit user's trust in these systems. First, paths for anonymous communication are built without considering trust relationships between users and…

Cryptography and Security · Computer Science 2012-09-03 Prateek Mittal , Matthew Wright , Nikita Borisov

The Tor anonymity network is difficult to measure because, if not done carefully, measurements could risk the privacy (and potentially the safety) of the network's users. Recent work has proposed the use of differential privacy and secure…

Cryptography and Security · Computer Science 2018-09-25 Akshaya Mani , T Wilson-Brown , Rob Jansen , Aaron Johnson , Micah Sherr

In today's digital society, the Tor network has become an indispensable tool for individuals to protect their privacy on the Internet. Operated by volunteers, relay servers constitute the core component of Tor and are used to geographically…

Networking and Internet Architecture · Computer Science 2021-06-10 Christoph Döpmann , Matthias Marx , Hannes Federrath , Florian Tschorsch

Anonymity networks are becoming increasingly popular in today's online world as more users attempt to safeguard their online privacy. Tor is currently the most popular anonymity network in use and provides anonymity to both users and…

Cryptography and Security · Computer Science 2022-01-27 Ishan Karunanayake , Nadeem Ahmed , Robert Malaney , Rafiqul Islam , Sanjay Jha

While anonymity networks such as Tor provide invaluable privacy guarantees to society, they also enable all kinds of criminal activities. Consequently, many blameless citizens shy away from protecting their privacy using such technology for…

Cryptography and Security · Computer Science 2026-01-30 Eric Wagner , Roman Matzutt , Martin Henze

High latency is a critical limitation within the Tor network that has a negative impact on web application responsiveness. A key factor exacerbating Tor latency is the creation of lengthy circuits that span across geographically distant…

Cryptography and Security · Computer Science 2026-05-14 Haozhi Li , Tariq Elahi

Intrusion detection has attracted a considerable interest from researchers and industries. After many years of research the community still faces the problem of building reliable and efficient intrusion detection systems (IDS) capable of…

Cryptography and Security · Computer Science 2018-10-08 Elike Hodo , Xavier Bellekens , Ephraim Iorkyase , Andrew Hamilton , Christos Tachtatzis , Robert Atkinson

Tor and I2P are well-known anonymity networks used by many individuals to protect their online privacy and anonymity. Tor's centralized directory services facilitate the understanding of the Tor network, as well as the measurement and…

Networking and Internet Architecture · Computer Science 2018-09-27 Nguyen Phong Hoang , Panagiotis Kintis , Manos Antonakakis , Michalis Polychronakis

There was a time when the word security was only confined to the physical protection of things that were valuable which must be guarded against all the odds. Today, in a world where people can do things virtually have emerged the necessity…

Cryptography and Security · Computer Science 2019-06-05 AKM Bahalul Haque , Sharaban Tahura Nisa , Md. Amdadul Bari , Ayvee Nusreen Anika

Traffic correlation attacks to de-anonymize Tor users are possible when an adversary is in a position to observe traffic entering and exiting the Tor network. Recent work has brought attention to the threat of these attacks by network-level…

Cryptography and Security · Computer Science 2016-05-13 Rishab Nithyanand , Rachee Singh , Shinyoung Cho , Phillipa Gill

Motivated by the effectiveness of correlation attacks against Tor, the censorship arms race, and observations of malicious relays in Tor, we propose that Tor users capture their trust in network elements using probability distributions over…

Cryptography and Security · Computer Science 2014-06-16 Aaron D. Jaggard , Aaron Johnson , Paul Syverson , Joan Feigenbaum

Previous attacks that link the sender and receiver of traffic in the Tor network ("correlation attacks") have generally relied on analyzing traffic from TCP connections. The TCP connections of a typical client application, however, are…

Cryptography and Security · Computer Science 2016-10-13 Benjamin Greschbach , Tobias Pulls , Laura M. Roberts , Philipp Winter , Nick Feamster

Anonymity networks like Tor significantly enhance online privacy but are vulnerable to correlation attacks by state-level adversaries. While covert channels encapsulated in media protocols, particularly WebRTC-based encapsulation, have…

Cryptography and Security · Computer Science 2023-10-20 Afonso Vilalonga , João S. Resende , Henrique Domingos

After carefully considering the scalability problem in Tor and exhaustively evaluating related works on AS-level adversaries, the author proposes ASmoniTor, which is an autonomous system monitor for mitigating correlation attacks in the Tor…

Cryptography and Security · Computer Science 2016-10-10 Nguyen Phong Hoang

Online anonymity and privacy has been based on confusing the adversary by creating indistinguishable network elements. Tor is the largest and most widely deployed anonymity system, designed against realistic modern adversaries. Recently,…

Cryptography and Security · Computer Science 2022-01-13 George Kadianakis , Theodoros Polyzos , Mike Perry , Kostas Chatzikokolakis

The popularity of Tor as an anonymity system has made it a popular target for a variety of attacks. We focus on traffic correlation attacks, which are no longer solely in the realm of academic research with recent revelations about the NSA…

Cryptography and Security · Computer Science 2015-12-29 Rishab Nithyanand , Oleksii Starov , Adva Zair , Phillipa Gill , Michael Schapira

We present the Waterfilling circuit selection method, which we designed in order to mitigate the risks of a successful end-to-end traffic correlation attack. Waterfilling proceeds by balancing the Tor network load as evenly as possible on…

Cryptography and Security · Computer Science 2016-12-01 Florentin Rochet , Olivier Pereira

Tor is the most popular anonymous communication overlay network which hides clients' identities from servers by passing packets through multiple relays. To provide anonymity to both clients and servers, Tor onion services were introduced by…

Cryptography and Security · Computer Science 2023-07-06 Md Washik Al Azad , Hasniuj Zahan , Sifat Ut Taki , Spyridon Mastorakis