A First Look at Generating Website Fingerprinting Attacks via Neural Architecture Search
Prabhjot Singh, S. Naik, Navid Malekghaini, Diogo Barradas, Noura Limam · 2023
An adversary can use website fingerprinting (WF) attacks to breach the privacy of users who access the web through encrypted tunnels like Tor. These attacks have increasingly relied on the use of deep neural networks (DNNs) to build powerful classifiers that can match the traffic of a target user to the specific traffic pattern of a website.