Almustapha A. Wakili

SecShield: A Privacy-Preserved Federated Learning Model to Detect Zero-Day Malware Attack

The proliferation of Internet of Things (IoT) devices has amplified the attack surface for large-scale cyber threats, with rapidly evolving malware families such as Mirai posing significant detection challenges. Existing side-channel and host-based approaches are limited by poor generalization to unseen variants and th...