3 papers
cs.CR2026
Learning Intrusion Response Strategies for OT Systems
Duc Huy Le, Rolf Stadler
Cyberattacks against Operational Technology (OT) systems, which monitor and control industrial processes, pose an increasing threat to essential societal services. For this reason,…
cs.LG2025
A Modular Framework for Rapidly Building Intrusion Predictors
Xiaoxuan Wang, Rolf Stadler
We study automated intrusion prediction in an IT system using statistical learning methods. The focus is on developing online attack predictors that detect attacks in real time and…
cs.LG2025
Learning Optimal Defender Strategies for CAGE-2 using a POMDP Model
Duc Huy Le, Rolf Stadler
CAGE-2 is an accepted benchmark for learning and evaluating defender strategies against cyberattacks. It reflects a scenario where a defender agent protects an IT infrastructure ag…