2 papers
cs.CR2026
Building Better Environments for Autonomous Cyber Defence
Chris Hicks, Elizabeth Bates, Shae McFadden +12
In November 2025, the authors ran a workshop on the topic of what makes a good reinforcement learning (RL) environment for autonomous cyber defence (ACD). This paper details the kn…
cs.CR2026
Agentic Knowledge Distillation: Autonomous Training of Small Language Models for SMS Threat Detection
Adel ElZemity, Joshua Sylvester, Budi Arief +1
SMS-based phishing (smishing) attacks have surged, yet training effective on-device detectors requires labelled threat data that quickly becomes outdated. To deal with this issue,…