Author

Georgios Koutidis

3 papers indexed here

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#artificial intelligence Review Oct 2026

From Sandbox to Enforcement: Confidence-Qualified Threat Intelligence for Critical Infrastructure

Security operations centres and national incident-response teams defending critical infrastructure collect abundant threat data yet struggle to turn it into actionable intelligence. A malware sandbox produces detailed behavioural evidence, but as a large, unranked report whose confidence is unstated. We present CG-CTI,...

Nikolaos Kekatos, Mihaela Curcă, Georgios Koutidis et al. · 0 citations

#small language model Preprint Oct 2026

Preparing an AI-Augmented SIEM for the EU Cyber Resilience Act: A Practitioner Case Study

This case study documents a CRA preparedness pilot for one such product, SEUXDR, an AI-augmented security monitoring product with a large-language-model active-response component on the open-source CYBERFORT platform, and offers practitioners a replicable starting point for translating CRA legal text into operational p...

Georgios Koutidis, Nikolaos Kekatos, Marina Korgiala-Karyda et al. · 0 citations

#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