Mingyan Liu

Enhancing cybersecurity resilience through advanced machine learning techniques: a comprehensive analysis of threat detection and mitigation in critical infrastructures

A novel hybrid approach that combines LogBERT Transform for feature extraction, support vector machine for classification, and the Archimedes optimization algorithm for parameter tuning overcomes the limitations of traditional methods, improving detection accuracy while reducing false alarms.