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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

Anonymity services have seen high growth rates with increased usage in the past few years. Among various services, Tor is one of the most popular peer-to-peer anonymizing service. In this survey paper, we summarize, analyze, classify and…

Networking and Internet Architecture · Computer Science 2018-03-08 Saad Saleh , Junaid Qadir , Muhammad U. Ilyas

In its more than ten years of existence, the Tor network has seen hundreds of thousands of relays come and go. Each relay maintains several RSA keys, amounting to millions of keys, all archived by The Tor Project. In this paper, we analyze…

Cryptography and Security · Computer Science 2017-12-19 George Kadianakis , Claudia V. Roberts , Laura M. Roberts , Philipp Winter

Attacks on Internet routing are typically viewed through the lens of availability and confidentiality, assuming an adversary that either discards traffic or performs eavesdropping. Yet, a strategic adversary can use routing attacks to…

Networking and Internet Architecture · Computer Science 2020-08-13 Yixin Sun , Maria Apostolaki , Henry Birge-Lee , Laurent Vanbever , Jennifer Rexford , Mung Chiang , Prateek Mittal

Tor is the most well-known tool for circumventing censorship. Unfortunately, Tor traffic has been shown to be detectable using deep-packet inspection. WebRTC is a popular web frame-work that enables browser-to-browser connections. Snowflake…

Cryptography and Security · Computer Science 2020-10-15 Kyle MacMillan , Jordan Holland , Prateek Mittal

Tor, an onion-routing anonymity network, has been shown to be vulnerable to Website Fingerprinting (WF), which de-anonymizes web browsing by analyzing the unique characteristics of the encrypted network traffic. Although many defenses have…

Cryptography and Security · Computer Science 2021-11-25 Jiajun Gong , Wuqi Zhang , Charles Zhang , Tao Wang

Covert channel networks are a well-known method for circumventing the security measures organizations put in place to protect their networks from adversarial attacks. This paper introduces a novel method based on bit-rate modulation for…

Cryptography and Security · Computer Science 2024-04-25 Simone Soderi , Rocco De Nicola

Anonymous microblogging systems are known to be vulnerable to intersection attacks due to network churn. An adversary that monitors all communications can leverage the churn to learn who is publishing what with increasing confidence over…

Cryptography and Security · Computer Science 2023-07-19 Sarah Abdelwahab Gaballah , Thanh Hoang Long Nguyen , Lamya Abdullah , Ephraim Zimmer , Max Mühlhäuser

In the era of a data-driven society with the ubiquity of Internet of Things (IoT) devices storing large amounts of data localized at different places, distributed learning has gained a lot of traction, however, assuming independent and…

Machine Learning · Computer Science 2022-09-29 Priyesh Ranjan , Ashish Gupta , Federico Corò , Sajal K. Das

The growing disparity between computational power and on-chip communication bandwidth is a critical bottleneck in modern Systems-on-Chip (SoCs), especially for data-parallel workloads like AI. Efficient point-to-multipoint (P2MP) data…

Hardware Architecture · Computer Science 2025-12-22 Yunhao Deng , Fanchen Kong , Xiaoling Yi , Ryan Antonio , Marian Verhelst

One of the main challenges faced by a user today is protecting their privacy, especially during widespread surveil- lance. This led to the development of privacy infrastructures whose main purpose is to guarantee users privacy. However,…

Cryptography and Security · Computer Science 2016-12-20 Nethra Balasubramanian

The Tor anonymity system provides online privacy for millions of users, but it is slower than typical web browsing. To improve Tor performance, we propose PredicTor, a path selection technique that uses a Random Forest classifier trained on…

Cryptography and Security · Computer Science 2018-05-08 Armon Barton , Mohsen Imani , Jiang Ming , Matthew Wright

Website fingerprinting is an attack that uses size and timing characteristics of encrypted downloads to identify targeted websites. Since this can defeat the privacy goals of anonymity networks such as Tor, many algorithms to defend against…

Cryptography and Security · Computer Science 2022-08-08 Ethan Witwer , James Holland , Nicholas Hopper

In recent years, there have been several works that use website fingerprinting techniques to enable a local adversary to determine which website a Tor user visits. While the current state-of-the-art attack, which uses deep learning,…

Cryptography and Security · Computer Science 2019-07-25 Sanjit Bhat , David Lu , Albert Kwon , Srinivas Devadas

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

Some BitTorrent users are running BitTorrent on top of Tor to preserve their privacy. In this extended abstract, we discuss three different attacks to reveal the IP address of BitTorrent users on top of Tor. In addition, we exploit the…

Networking and Internet Architecture · Computer Science 2010-04-09 Stevens Le Blond , Pere Manils , Abdelberi Chaabane , Mohamed Ali Kaafar , Arnaud Legout , Claude Castellucia , Walid Dabbous

Over the past decade, the Bitcoin P2P network protocol has become a reference model for all modern cryptocurrencies. While nodes in this network are known, the connections among them are kept hidden, as it is commonly believed that this…

Cryptography and Security · Computer Science 2021-07-28 Federico Franzoni , Xavier Salleras , Vanesa Daza

The very nature of operations in peer-to-peer systems such as BitTorrent exposes information about participants to their peers. Nodes desiring anonymity, therefore, often chose to route their peer-to-peer traffic through anonymity relays,…

Cryptography and Security · Computer Science 2011-08-16 Seth James Nielson , Dan S. Wallach

While many resource-constrained networks, such as Internet of Things (IoT) and Internet of Vehicles (IoV), are inherently distributed, the majority still rely on central servers for fast authentication and data sharing. Blockchain-based…

Cryptography and Security · Computer Science 2026-01-21 Faisal Haque Bappy , Tahrim Hossain , Raiful Hasan , Kamrul Hasan , Mohamed Younis , Tariqul Islam

We introduce and investigate *targeting adversaries* who selectively attack users of Tor or other secure-communication networks. We argue that attacks by such adversaries are more realistic and more significant threats to those most relying…

Cryptography and Security · Computer Science 2017-07-03 Aaron D. Jaggard , Paul Syverson