De-anonymisation attacks on Tor: A Survey
Ishan Karunanayake, Nadeem Ahmed, Robert Malaney, Rafiqul Islam,, Sanjay Jha

TL;DR
This survey reviews known de-anonymisation attacks on the Tor network, analyzing their techniques, practicality, and discussing potential improvements to enhance user and service anonymity.
Contribution
It provides a comprehensive overview of existing Tor de-anonymisation methods and evaluates their effectiveness and practicality, highlighting areas for future security enhancements.
Findings
Several de-anonymisation techniques are effective against Tor.
Practicality of attacks varies based on resources and conditions.
Improvements to Tor can mitigate many identified attacks.
Abstract
Anonymity networks are becoming increasingly popular in today's online world as more users attempt to safeguard their online privacy. Tor is currently the most popular anonymity network in use and provides anonymity to both users and services (hidden services). However, the anonymity provided by Tor is also being misused in various ways. Hosting illegal sites for selling drugs, hosting command and control servers for botnets, and distributing censored content are but a few such examples. As a result, various parties, including governments and law enforcement agencies, are interested in attacks that assist in de-anonymising the Tor network, disrupting its operations, and bypassing its censorship circumvention mechanisms. In this survey paper, we review known Tor attacks and identify current techniques for the de-anonymisation of Tor users and hidden services. We discuss these techniques…
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