3 citations · 3 across the 4 of their papers we have counts for
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cs.CR2026
The MAL Simulator: Cyber Operations Simulation based on Attack & Defense Graphs
Jakob Nyberg, Sandor Berglund, Andrei Buhaiu +3
We have developed the MAL Simulator, a cyber operation simulator based on the Meta Attack Language (MAL). The MAL Simulator is intended for decision-driven cyber attack and defense…
cs.CR2026
A Cyber Range Evaluation of Autonomous Network Incident Response Agents
Jakob Nyberg, Teodor Sommestad, Andrei Buhaiu +3
We test the performance of agents for automated network intrusion response in a cyber range intended for human operator training. The range implements an emulated networking enviro…
cs.CR2023★ 3 cited
Training Automated Defense Strategies Using Graph-based Cyber Attack Simulations
Jakob Nyberg, Pontus Johnson
We implemented and evaluated an automated cyber defense agent. The agent takes security alerts as input and uses reinforcement learning to learn a policy for executing predefined d…