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Measuring Information Leakage in Website Fingerprinting Attacks and Defenses

机译:测量网站指纹攻击和防御的信息泄漏

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摘要

Tor is a low-latency anonymity system intended to provide low-latencyanonymous and uncensored network access against a local or network adversary.Because of the design choice to minimize traffic overhead (and increase thepool of potential users) Tor allows some information about the client'sconnections to leak in the form of packet timing. Attacks that use (featuresextracted from) this information to infer the website a user visits arereferred to as Website Fingerprinting (WF) attacks. We develop a methodologyand tools to directly measure the amount of information about a website leakedby a given set of features. We apply this tool to a comprehensive set offeatures extracted from a large set of websites and WF defense mechanisms,allowing us to make more fine-grained observations about WF attack and defensemechanisms.
机译:tor是一种低延迟匿名系统,旨在提供针对本地或网络对手的低延迟匿名和未经审查的网络访问。因为设计选择最小化流量开销(并增加潜在用户的The oil)Tor允许有关客户端的一些信息Sconnection以数据包定时形式泄漏。使用(FeatureSextracted)此信息的攻击推断网站推断用户访问,以推荐给网站指纹识别(WF)攻击。我们开发了一种方法,可以直接测量一组给定的一组特征的网站泄露的信息量。我们将此工具应用于从大量网站和WF防御机制提取的全面集中的摘要,使我们能够对WF攻击和防御机制进行更细粒度的观察。

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