Automated website fingerprinting through deep learning
Several studies have shown that the network traffic that is generated by a visit to a website
over Tor reveals information specific to the website through the timing and sizes of network …
over Tor reveals information specific to the website through the timing and sizes of network …
Defeating {DNN-Based} traffic analysis systems in {Real-Time} with blind adversarial perturbations
Deep neural networks (DNNs) are commonly used for various traffic analysis problems, such
as website fingerprinting and flow correlation, as they outperform traditional (eg, statistical) …
as website fingerprinting and flow correlation, as they outperform traditional (eg, statistical) …
Trafficsliver: Fighting website fingerprinting attacks with traffic splitting
Website fingerprinting (WFP) aims to infer information about the content of encrypted and
anonymized connections by observing patterns of data flows based on the size and direction …
anonymized connections by observing patterns of data flows based on the size and direction …
Online website fingerprinting: Evaluating website fingerprinting attacks on tor in the real world
Website fingerprinting (WF) attacks on Tor allow an adversary who can observe the traffic
patterns between a victim and the Tor network to predict the website visited by the victim …
patterns between a victim and the Tor network to predict the website visited by the victim …
A Systematic Survey On Security in Anonymity Networks: Vulnerabilities, Attacks, Defenses, and Formalization
D Chao, D Xu, F Gao, C Zhang… - … Surveys & Tutorials, 2024 - ieeexplore.ieee.org
The importance of safeguarding individuals' privacy rights in online activities is unmistakable
in today's anonymity networks. Since the introduction of Mixnet by Chaum, numerous …
in today's anonymity networks. Since the introduction of Mixnet by Chaum, numerous …
Website fingerprinting through the cache occupancy channel and its real world practicality
A Shusterman, Z Avraham, E Croitoru… - … on Dependable and …, 2020 - ieeexplore.ieee.org
Website fingerprinting attacks use statistical analysis on network traffic to compromise user
privacy. The classical attack model used to evaluate website fingerprinting attacks assumes …
privacy. The classical attack model used to evaluate website fingerprinting attacks assumes …
Mockingbird: Defending against deep-learning-based website fingerprinting attacks with adversarial traces
Website Fingerprinting (WF) is a type of traffic analysis attack that enables a local passive
eavesdropper to infer the victim's activity, even when the traffic is protected by a VPN or an …
eavesdropper to infer the victim's activity, even when the traffic is protected by a VPN or an …
Measuring information leakage in website fingerprinting attacks and defenses
S Li, H Guo, N Hopper - Proceedings of the 2018 ACM SIGSAC …, 2018 - dl.acm.org
Tor provides low-latency anonymous and uncensored network access against a local or
network adversary. Due to the design choice to minimize traffic overhead (and increase the …
network adversary. Due to the design choice to minimize traffic overhead (and increase the …
[PDF][PDF] Inside Job: Applying Traffic Analysis to Measure Tor from Within.
In this paper, we explore traffic analysis attacks on Tor that are conducted solely with middle
relays rather than with relays from the entry or exit positions. We create a methodology to …
relays rather than with relays from the entry or exit positions. We create a methodology to …
A comprehensive analysis of website fingerprinting defenses on Tor
Website fingerprinting (WF) enables eavesdroppers to identify the website a user is visiting
by network surveillance, even if the traffic is protected by anonymous communication …
by network surveillance, even if the traffic is protected by anonymous communication …