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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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Yurii Kuchma

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#federated learning Open access Oct 2026

Саморегульований центр операцій безпеки на основі федеративного навчання з постквантовими механізмами захищеної агрегації

Objective. The objective of the research is to develop an architecture for a self-regulating Security Operations Center (SOC) that ensures autonomous adaptation of agents to new threats by combining federated learning with post-quantum secure model aggregation mechanisms based on lattice cryptography, while simultaneou...

Євген Живило, Аліна Янко, Yurii Kuchma et al. · 0 citations
#federated learning Open access Oct 2026

SELF-REGULATING SECURITY OPERATIONS CENTER BASED ON FEDERATED LEARNING WITH POST-QUANTUM SECURE AGGREGATION MECHANISMS

Objective. The objective of the research is to develop an architecture for a self-regulating Security Operations Center (SOC) that ensures autonomous adaptation of agents to new threats by combining federated learning with post-quantum secure model aggregation mechanisms based on lattice cryptography, while simultaneou...

Євген Живило, Alina Yanko, Yurii Kuchma et al. · 0 citations

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