The Fly That Stopped: Mushroom-Body-Inspired Habituation As a Reward-Free Scheduling Prior for Autonomous Penetration Testing

Autonomous security-testing agents can spend much of a fixed action budget repeating earlier tool selections. We evaluate a reward-free scheduler inspired by mushroom-body novelty processing in Drosophila. It combines sparse state encoding with decaying habituation counters over structural URL...

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The package beetroot-mushroom-sxe9 was found to contain malicious code. --- Credit: OpenSSF source...

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