A probabilistic neural network monitors a reinforcement-learning cyber-defense agent and flags transitions never or rarely seen during training as out-of-distribution.
Design- ing robust cyber-defense agents with evolving behavior trees,
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Out-of-Distribution Detection for Neurosymbolic Autonomous Cyber Agents
A probabilistic neural network monitors a reinforcement-learning cyber-defense agent and flags transitions never or rarely seen during training as out-of-distribution.