315 citations · 326 across the 5 of their papers we have counts for
5 papers
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…
The Adaptive Arms Race: Redefining Robustness in AI Security
Ilias Tsingenopoulos, Vera Rimmer, Davy Preuveneers +3
Despite considerable efforts on making them robust, real-world AI-based systems remain vulnerable to decision based attacks, as definitive proofs of their operational robustness ha…
A Comprehensive Feature Comparison Study of Open-Source Container Orchestration Frameworks
Eddy Truyen, Dimitri Van Landuyt, Davy Preuveneers +2
(1) Background: Container orchestration frameworks provide support for management of complex distributed applications. Different frameworks have emerged only recently, and they hav…
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…