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#autonomous-cyber-defense

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arXiv cs.CR19d ago

Test-time policy shaping aligns autonomous cyber defense agents

In CybORG, adaptive shaping improved CIA alignment without retraining while keeping defense performance.

autonomous-cyber-defense reinforcement-learning

arXiv cs.CR25d ago

SecODD adapts vehicle design domains to cyber defense agents

Automated defensive actions would be allowed only when bounded, interruptible, recoverable, and reconstructable from evidence.

autonomous-cyber-defense soc