Sofia Maragkou

A Dual-Head Model for Host based Intrusion Detection on System-Call traces

Host-based intrusion detection systems (HIDS) need to detect both unseen exploits from day one and recurring known attack families. Maintaining separate anomaly-detection and supervised-classification frameworks increases the computational and operational footprint — a cost that only a few embedded or edge devices can...