Critical Information Infrastructures Protection Architecture Based on Hybrid Data Analysis and AI Algorithms
Evgenii Sergeevich Mityakov, Andrey Ivanovich Ladynin, Igor D. Kazakevich · 2025
The article presents protection technology architecture for critical information infrastructure using artificial intelligence (AI) and hybrid data analysis. The proposed approach combines spectral and fractal analysis to identify and neutralize cyber threats in real time. Isolation Forest, LOF, SVM and K-means clustering algorithms used for detecting anomalies in network traffic and technological processes. Cyberattacks in the power system modeling involves proposed configuration as a resistance opposed to modern threats.