2 papers
cs.CR2025
General Autonomous Cybersecurity Defense: Learning Robust Policies for Dynamic Topologies and Diverse Attackers
Arun Ramamurthy, Neil Dhir
In the face of evolving cyber threats such as malware, ransomware and phishing, autonomous cybersecurity defense (ACD) systems have become essential for real-time threat detection…
cs.LG2024
Optimal Defender Strategies for CAGE-2 using Causal Modeling and Tree Search
Kim Hammar, Neil Dhir, Rolf Stadler
The CAGE-2 challenge is considered a standard benchmark to compare methods for autonomous cyber defense. Current state-of-the-art methods evaluated against this benchmark are based…