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Anonymous communication networks have emerged as crucial tools for obfuscating communication pathways and concealing user identities. However, their practical deployments face significant challenges, including susceptibility to artificial…

Cryptography and Security · Computer Science 2025-08-05 Chao Ge , Wei Yuan , Ge Chen , Yanbin Pan , Yuan Shen

Mixnets provide strong meta-data privacy and recent academic research and industrial projects have made strides in making them more secure, performance, and scalable. In this paper, we focus our work on stratified Mixnets -- a popular…

Cryptography and Security · Computer Science 2022-08-05 Xinshu Ma , Florentin Rochet , Tariq Elahi

Releasing connection data from social networking services can pose a significant threat to user privacy. In our work, we consider structural social network de-anonymization attacks, which are used when a malicious party uses connections in…

Cryptography and Security · Computer Science 2016-10-14 Gábor György Gulyás , Benedek Simon , Sándor Imre

As LLMs rapidly advance and enter real-world use, their privacy implications are increasingly important. We study an authorship de-anonymization threat: using LLMs to link anonymous documents to their authors, potentially compromising…

Cryptography and Security · Computer Science 2026-04-17 Lirui Zhang , Huishuai Zhang

This work considers active deanonymization of bipartite networks. The scenario arises naturally in evaluating privacy in various applications such as social networks, mobility networks, and medical databases. For instance, in active…

Social and Information Networks · Computer Science 2021-06-10 Mahshad Shariatnasab , Farhad Shirani , Elza Erkip

The Onion Router (Tor) relies on path selection algorithms to balance performance and anonymity by determining how traffic flows through its relay network. As Tor scales and usage patterns evolve, default strategies such as…

Networking and Internet Architecture · Computer Science 2025-08-26 Siddique Abubakr Muntaka , Jacques Bou Abdo

Network tomography plays a crucial role in network monitoring and management, where network topology serves as the fundamental basis for various tomography tasks including traffic matrix estimation and link performance inference. The…

Cryptography and Security · Computer Science 2025-05-08 Chengze Du , Jibin Shi , Hui Xu , Guangzhen Yao

Bitcoin is a digital currency which relies on a distributed set of miners to mint coins and on a peer-to-peer network to broadcast transactions. The identities of Bitcoin users are hidden behind pseudonyms (public keys) which are…

Cryptography and Security · Computer Science 2014-07-08 Alex Biryukov , Dmitry Khovratovich , Ivan Pustogarov

Anonymity systems like Tor are vulnerable to Website Fingerprinting (WF) attacks, where a local passive eavesdropper infers the victim's activity. Current WF attacks based on deep learning classifiers have successfully overcome numerous…

Cryptography and Security · Computer Science 2021-02-09 Shawn Shan , Arjun Nitin Bhagoji , Haitao Zheng , Ben Y. Zhao

We describe a method for remotely detecting intentional packet drops on the Internet via side channel inferences. That is, given two arbitrary IP addresses on the Internet that meet some simple requirements, our proposed technique can…

Networking and Internet Architecture · Computer Science 2013-12-20 Roya Ensafi , Jeffrey Knockel , Geoffrey Alexander , Jedidiah R. Crandall

Tor is a communications infrastructure widely used for unfettered and anonymous access to Internet websites. Tor is also used to access sites on the .onion virtual domain. The focus of .onion use and discussion has traditionally been on the…

Cryptography and Security · Computer Science 2015-06-15 Paul Syverson , Griffin Boyce

Sharing or publishing social network data while accounting for privacy of individuals is a difficult task due to the interconnectedness of nodes in networks. A key question in k-anonymity, a widely studied notion of privacy, is how to…

Social and Information Networks · Computer Science 2025-06-27 Rachel G. de Jong , Mark P. J. van der Loo , Frank W. Takes

Tor is a well-known anonymous communication tool, used by people with various privacy and security needs. Prior works have exploited routing attacks to observe Tor traffic and deanonymize Tor users. Subsequently, location-aware relay…

Cryptography and Security · Computer Science 2025-01-13 Zhifan Lu , Siyang Sun , Yixin Sun

We present a novel benchmark and associated evaluation metrics for assessing the performance of text anonymization methods. Text anonymization, defined as the task of editing a text document to prevent the disclosure of personal…

Computation and Language · Computer Science 2022-07-04 Ildikó Pilán , Pierre Lison , Lilja Øvrelid , Anthi Papadopoulou , David Sánchez , Montserrat Batet

The network flow watermarking technique associates the two communicating parties by actively modifying certain characteristics of the stream generated by the sender so that it covertly carries some special marking information. Some curious…

Networking and Internet Architecture · Computer Science 2024-02-08 Yali Yuan , Jian Ge , Guang Cheng

Tor onion services rely on long-lived introduction circuits to support anonymous rendezvous between clients and services. Although Tor incorporates defenses against traffic analysis, the introduction protocol retains deterministic routing…

Cryptography and Security · Computer Science 2026-04-27 Nicolas Constantinides

Online Social Networks (OSNs) are used by millions of users worldwide. Academically speaking, there is little doubt about the usefulness of demographic studies conducted on OSNs and, hence, methods to label unknown users from small labeled…

Social and Information Networks · Computer Science 2013-09-16 Daniel Gayo-Avello

Tor and hidden services have emerged as a practical solution to protect user privacy against tracking and censorship. At the same time, little is known about the lifetime and nature of hidden services. Data collection and study of Tor…

Cryptography and Security · Computer Science 2019-09-10 Amirali Sanatinia , Jeman Park , Erik-Oliver Blass , Aziz Mohaisen , Guevara Noubir

End-to-end encryption is a powerful tool for protecting the privacy of Internet users. Together with the increasing use of technologies such as Tor, VPNs, and encrypted messaging, it is becoming increasingly difficult for network…

Cryptography and Security · Computer Science 2024-09-30 Tobias Pulls , Ethan Witwer

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
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