Are Existing Out-Of-Distribution Techniques Suitable for Network Intrusion Detection?

Andrea Corsini, Shanchieh Jay Yang

Machine learning (ML) has become increasingly popular in network intrusion detection. However, ML-based solutions always respond regardless of whether the input data reflects known…