skip to content
Decrypt LOL

Get Cyber-Smart in Just 5 Minutes a Week

Decrypt delivers quick and insightful updates on cybersecurity. No spam, no data sharing—just the info you need to stay secure.

Read the latest edition

New Framework ARES Improves Multi-Tab Website Fingerprinting

/ 1 min read

🕵️‍♂️ New Framework ARES Enhances Website Fingerprinting in Multi-Tab Browsing. Researchers have introduced ARES, a novel website fingerprinting (WF) framework designed to address the challenges of identifying websites during multi-tab browsing sessions. Traditional WF attacks struggle with the complexity of multiple open tabs, but ARES treats this as a multi-label classification problem, employing Transformer-based models to analyze local traffic patterns and their correlations. Extensive evaluations demonstrate ARES’s effectiveness across various realistic scenarios, showcasing its robustness against existing WF defenses. This advancement could significantly impact privacy and security in encrypted web traffic, particularly for users employing tools like Tor.

Source
{entry.data.source.title}
Original