3 papers
cs.CR2026
Concept drift mitigation through community and spectral graph analysis for the detection of cyberattacks in network traffic
Julien Michel, Abdul Qadir Khan, Majed Jaber +1
In network traffic, legitimate behaviours and attack techniques evolve jointly - the phenomenon known as 'concept drift' [1]. Every detector is thereby left obsolete between two up…
cs.LG2025
GPML: Graph Processing for Machine Learning
Majed Jaber, Julien Michel, Nicolas Boutry +1
The dramatic increase of complex, multi-step, and rapidly evolving attacks in dynamic networks involves advanced cyber-threat detectors. The GPML (Graph Processing for Machine Lear…
cs.CR2025
RedTeamLLM: an Agentic AI framework for offensive security
Brian Challita, Pierre Parrend
From automated intrusion testing to discovery of zero-day attacks before software launch, agentic AI calls for great promises in security engineering. This strong capability is bou…