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Author

O. Kushnerov

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Open access Oct 2026

MODELLING CYBERATTACK VECTORS AND METHODS FOR ENSURING THE CYBER RESILIENCE OF MULTI-LEVEL CONTINUOUS CARDIAC MONITORING SYSTEMS

Background. This study examines the key conflict arising from the rapid increase in targeted cyber-physical attacks on ‘Internet of Medical Things’ (IoMT) systems and the limitations of standard signature-based defence systems. Today, multi-layered systems for continuous cardiac monitoring have become a top priority fo...

O. Kushnerov, V. Sokol, S. Yevseiev et al. · 0 citations
Open access Jul 2026

METHODS FOR COUNTERING DATA POISONING DURING THE FINE-TUNING PHASE OF NEURAL NETWORKS

A multi-loop protection system which protects the latent feature space through mathematical validation and guarantees the structural integrity of neural network models when transfer learning is applied in high-risk domains.

Oleksandr Kushnerov, S. Yevseiev, D. Tymofieiev et al. · 0 citations

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