Improving the Reliability of Network Intrusion Detection Systems through Dataset Integration

Roberto Magán-Carrión, Daniel Urda, Ignacio Díaz-Cano +1

This work presents Reliable-NIDS (R-NIDS), a novel methodology for Machine Learning (ML) based Network Intrusion Detection Systems (NIDSs) that allows ML models to work on integrat…