24 citations · 24 across the 2 of their papers we have counts for
2 papers
cs.LG2023
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…
cs.CR2021★ 24 cited
On the Evaluation of Sequential Machine Learning for Network Intrusion Detection
Andrea Corsini, Shanchieh Jay Yang, Giovanni Apruzzese
Recent advances in deep learning renewed the research interests in machine learning for Network Intrusion Detection Systems (NIDS). Specifically, attention has been given to sequen…