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Ijaz Ahmad

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#artificial intelligence Preprint Sep 2026

Autonomy in Check: Governor-Mediated Adaptive Security at the Edge

Adaptive security at the network edge increasingly relies on automated planners, including rule-based controllers, learned policies, and LLM-assisted agents, that translate observations into enforcement actions. Once such a planner can influence live policy state, syntactic validity is not enough. A semantically wrong...

Ijaz Ahmad, Flavio Esposito, Erkki Harjula · 0 citations

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