315 citations · 315 across the 1 of their papers we have counts for
3 papers · 1 filter
How to Train your Antivirus: RL-based Hardening through the Problem-Space
Ilias Tsingenopoulos, Jacopo Cortellazzi, Branislav Bošanský +5
ML-based malware detection on dynamic analysis reports is vulnerable to both evasion and spurious correlations. In this work, we investigate a specific ML architecture employed in…
Frictionless Authentication Systems: Emerging Trends, Research Challenges and Opportunities
Tim Van hamme, Vera Rimmer, Davy Preuveneers +4
Authentication and authorization are critical security layers to protect a wide range of online systems, services and content. However, the increased prevalence of wearable and mob…
Automated Website Fingerprinting through Deep Learning
Vera Rimmer, Davy Preuveneers, Marc Juarez +2
Several studies have shown that the network traffic that is generated by a visit to a website over Tor reveals information specific to the website through the timing and sizes of n…