A Novel Contrastive Loss for Zero-Day Network Intrusion Detection

Jack Wilkie, Hanan Hindy, Craig Michie +3

Machine learning has achieved state-of-the-art results in network intrusion detection; however, its performance significantly degrades when confronted by a new attack class -- a ze…