Problem space structural adversarial attacks for Network Intrusion Detection Systems based on Graph Neural Networks

Andrea Venturi, Dario Stabili, Mirco Marchetti

Machine Learning (ML) algorithms have become increasingly popular for supporting Network Intrusion Detection Systems (NIDS). Nevertheless, extensive research has shown their vulner…