Ankita Samaddar
2 indexed papers
Recent (6 mo)
2With code
0Influential cites
0Benchmarked
0Publications per year
226
Top categories
Crypto×2AI×2ML×1Systems and Control×1
Frequent co-authors
Research Timeline
2026
Building Better Environments for Autonomous Cyber Defence
This paper synthesizes expert knowledge from a workshop to provide a comprehensive framework and best-practice guidelines for developing high-quality reinforcement learning environments for autonomous cyber defense.
Learning Red Agent Policy from Observations for Neurosymbolic Autonomous Cyber Agents
This paper proposes a policy learning technique using imitation learning for partially observable RL agents in autonomous cyber defense.
Highlighted terms show continued research focus across papers