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Grigorios Tsoumakas

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#artificial intelligence Preprint Sep 2026

Architecting the Secure AI-SOC: A Neurosymbolic Framework for Pipeline Integrity and Threat Mitigation

A novel neurosymbolic defense-in-depth architecture that ensures end-to-end pipeline integrity and dismantles the promptware kill chain, bounding LLM stochasticity with verifiable constraints, and delivering a resilient, highly observable defense mechanism for next-generation AI-SOCs.

Anna Gazani, Spyridon Kounoupidis, Panagiotis Katsaros et al. · 0 citations

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