crossrefJournal of Cybersecurity and Privacy2025-07-02Cited by 14
A Systematic Review on Hybrid AI Models Integrating Machine Learning and Federated Learning
Jallal-Eddine Moussaoui, Mehdi Kmiti, Khalid El Gholami, Yassine Maleh
Cyber threats are growing in scale and complexity, outpacing the capabilities of traditional security systems. Machine learning (ML) models offer enhanced detection accuracy but often rely on centralized data, raising privacy concerns. Federated learning (FL), by contrast, enable…