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Low-latency anonymity networks such as Tor remain vulnerable to infrastructure-level traffic analysis that exploits side-channel information observable from encrypted communications. We introduce NATA, a non-invasive active…

Cryptography and Security · Computer Science 2026-05-08 Zilve Fan , Zijian Zhang , Yangnan Guo , Jiaqi Gao , Zhen Li , Mengyu Wang , Chengxiang Si , Liehuang Zhu

In a hostile network environment, users must communicate without being detected. This involves blending in with the existing traffic. In some cases, a higher degree of secrecy is required. We present a proof-of-concept format transforming…

Cryptography and Security · Computer Science 2020-02-28 Jonathan Oakley , Lu Yu , Xingsi Zhong , Ganesh Kumar Venayagamoorthy , Richard Brooks

Network intrusion detection systems play a crucial role in the security strategy employed by organisations to detect and prevent cyberattacks. Such systems usually combine pattern detection signatures with anomaly detection techniques…

Cryptography and Security · Computer Science 2026-03-13 Massimiliano Altieri , Ronan Hamon , Roberto Corizzo , Michelangelo Ceci , Ignacio Sanchez

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 recently integrated a circuit padding framework for creating padding machines: defenses that work by defining state machines that inject dummy traffic to protect against traffic analysis attacks like Website Fingerprinting (WF) attacks.…

Cryptography and Security · Computer Science 2020-11-30 Tobias Pulls

We introduce NinjaDoH, a novel DNS over HTTPS (DoH) protocol that leverages the InterPlanetary Name System (IPNS), along with public cloud infrastructure, to create a censorship-resistant moving target DoH service. NinjaDoH is specifically…

Cryptography and Security · Computer Science 2024-11-06 Scott Seidenberger , Marc Beret , Raveen Wijewickrama , Murtuza Jadliwala , Anindya Maiti

Anonymous VoIP calls over the Internet holds great significance for privacy-conscious users, whistle-blowers and political activists alike. Prior research deems popular anonymization systems like Tor unsuitable for providing requisite…

Cryptography and Security · Computer Science 2020-07-10 Piyush Kumar Sharma , Shashwat Chaudhary , Nikhil Hassija , Mukulika Maity , Sambuddho Chakravarty

We develop a means to detect ongoing per-country anomalies in the daily usage metrics of the Tor anonymous communication network, and demonstrate the applicability of this technique to identifying likely periods of internet censorship and…

Computers and Society · Computer Science 2018-04-13 Joss Wright , Alexander Darer , Oliver Farnan

Watermarking of deep neural networks (DNNs) has gained significant traction in recent years, with numerous (watermarking) strategies being proposed as mechanisms that can help verify the ownership of a DNN in scenarios where these models…

Cryptography and Security · Computer Science 2024-06-04 Giulio Pagnotta , Dorjan Hitaj , Briland Hitaj , Fernando Perez-Cruz , Luigi V. Mancini

The rapidly expanding Internet of Things (IoT) landscape is shifting toward cloudless architectures, removing reliance on centralized cloud services but exposing devices directly to the internet and increasing their vulnerability to…

Cryptography and Security · Computer Science 2025-01-29 Yumingzhi Pan , Zhen Ling , Yue Zhang , Hongze Wang , Guangchi Liu , Junzhou Luo , Xinwen Fu

Stream-based communication dominates today's Internet, posing unique challenges for anonymous communication networks (ACNs). Traditionally designed for independent messages, ACNs struggle to account for the inherent vulnerabilities of…

Cryptography and Security · Computer Science 2025-04-22 Christoph Döpmann , Maximilian Weisenseel , Florian Tschorsch

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

Despite being the most popular privacy-enhancing network, Tor is increasingly adopted by cybercriminals to obfuscate malicious traffic, hindering the identification of malware-related communications between compromised devices and Command…

Cryptography and Security · Computer Science 2024-09-26 Ishan Karunanayake , Mashael AlSabah , Nadeem Ahmed , Sanjay Jha

The Domain Name System (DNS) is the foundation of a human-usable Internet, responding to client queries for host-names with corresponding IP addresses and records. Traditional DNS is also unencrypted, and leaks user information to network…

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

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

Several recently proposed censorship circumvention systems use encrypted network channels of popular applications to hide their communications. For example, a Tor pluggable transport called Snowflake uses the WebRTC data channel, while a…

Cryptography and Security · Computer Science 2024-09-11 Zhen Sun , Vitaly Shmatikov

To maintain the privacy of users' web browsing history, popular browsers encrypt their DNS traffic using the DNS-over-HTTPS (DoH) protocol. Unfortunately, encrypting DNS packets prevents many existing intrusion detection systems from using…

Cryptography and Security · Computer Science 2023-10-18 Sergio Salinas Monroy , Aman Kumar Gupta , Garrett Wahlstedt

The increasing use of encrypted data within file storage and in network communications leaves investigators with many challenges. One of the most challenging is the Tor protocol, as its main focus is to protect the privacy of the user, in…

Cryptography and Security · Computer Science 2019-07-25 Matt Muir , Petra Leimich , William J Buchanan

Detecting Domain Name System (DNS) tunneling is a significant challenge in security due to its capacity to hide harmful actions within DNS traffic that appears to be normal and legitimate. Traditional detection methods are based on…

Cryptography and Security · Computer Science 2025-07-15 Novruz Amirov , Baran Isik , Bilal Ihsan Tuncer , Serif Bahtiyar