Tail Time Defense Against Website Fingerprinting Attacks
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DOI: 10.1109/access.2022.3146236
Abstract: In the past few years, many defense mechanisms have been proposed against website fingerprinting attacks. Walkie-Talkie (WT) built on top of the Tor network is known to be one of the most effective defense mechanisms.… read more here.
Keywords: tail time; time; fingerprinting attacks; website fingerprinting ... See more keywords
A Survey on Deep Learning for Website Fingerprinting Attacks and Defenses
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DOI: 10.1109/access.2023.3253559
Abstract: The attacks and defenses on the information of which website pages are visited by users are important research subjects in the field of privacy enhancing technologies, they are termed as website fingerprinting (WF) attacks and… read more here.
Keywords: survey deep; website fingerprinting; learning; deep learning ... See more keywords
BiMorphing: A Bi-Directional Bursting Defense against Website Fingerprinting Attacks
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DOI: 10.1109/tdsc.2019.2907240
Abstract: Network traffic analysis has been increasingly used in various applications to either protect or threaten people, information, and systems. Website fingerprinting is a passive traffic analysis attack which threatens web navigation privacy. It is a… read more here.
Keywords: fingerprinting attacks; website fingerprinting; defense; traffic ... See more keywords
Mockingbird: Defending Against Deep-Learning-Based Website Fingerprinting Attacks With Adversarial Traces
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DOI: 10.1109/tifs.2020.3039691
Abstract: 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 anonymity system like… read more here.
Keywords: adversarial training; accuracy; attack; website fingerprinting ... See more keywords
snWF: Website Fingerprinting Attack by Ensembling the Snapshot of Deep Learning
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DOI: 10.1109/tifs.2022.3158086
Abstract: The website fingerprinting (WF) attack enables a local eavesdropper to identify which website a client is visiting under encrypted network connections. By leveraging deep neural networks, the state-of-the-art WF attacks achieve high accuracy in classic… read more here.
Keywords: world; neural networks; attack; website fingerprinting ... See more keywords
Minipatch: Undermining DNN-Based Website Fingerprinting With Adversarial Patches
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DOI: 10.1109/tifs.2022.3186743
Abstract: Website Fingerprinting (WF) enables a local passive attacker to infer which website a user is visiting over an encrypted connection. Classifiers utilizing deep neural networks (DNNs) automatically extract reliable features and have achieved up to… read more here.
Keywords: dnn based; undermining dnn; based website; website fingerprinting ... See more keywords
Website-Aware Protocol Confusion Network for Emergent HTTP/3 Website Fingerprinting
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DOI: 10.1109/tifs.2023.3266173
Abstract: Website fingerprinting is exploited to analyze encrypted traffic traces and infer the visited website. Existing website fingerprinting methods can achieve satisfying performance for the HTTP traffic visiting websites over TCP. Recently, a new protocol QUIC… read more here.
Keywords: aware protocol; website aware; website fingerprinting; http ... See more keywords