This paper presents a comparative analysis of architectural models for cybersecurity of critical information infrastructure facilities, which differ in the degree of integration between digital twins and cyber ranges. The models are evaluated against seven criteria: testing safety, threat modeling realism, proactivity,...
E. Mityakov, Igor Saenko, I. Kotenko· 2026 International Ural Conf...· 0 citations
This paper integrates neural networks with fuzzy set theory - specifically fuzzy relation intersections - to address a two-phase cybersecurity risk detection problem characterized by ambiguous features and incomplete attack signature databases in Smart City artificial intelligence. This approach progressively eliminate...
I. Kotenko, I. Parashchuk· 2026 International Russian A...· 0 citations
Distributed large language model infrastructures create fundamentally new semantic attack surfaces involving orchestration layers, retrieval pipelines, autonomous agents, moderation systems, distributed memory components, and adaptive guardrails. Existing adversarial testing methods are inadequate for enterprise-scale...
Sergey I. Serko, A. Petrovski, I. Kotenko· 2026 International Russian A...· 0 citations
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