174 citations · 356 across the 14 of their papers we have counts for
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cs.LG2022★ 5 cited
Learning Security Strategies through Game Play and Optimal Stopping
Kim Hammar, Rolf Stadler
We study automated intrusion prevention using reinforcement learning. Following a novel approach, we formulate the interaction between an attacker and a defender as an optimal stop…
cs.CR2022★ 2 cited
A System for Interactive Examination of Learned Security Policies
Kim Hammar, Rolf Stadler
We present a system for interactive examination of learned security policies. It allows a user to traverse episodes of Markov decision processes in a controlled manner and to track…