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Signature matching, which includes packet classification and content matching, is the most expensive operation of a signature-based network intrusion detection system (NIDS). In this paper, we present ...
By examining the nature and implications of prevalent network attacks such as DDoS, DoS, Probe, and SQL Injection, we shed light on the pressing need for robust intrusion detection systems (IDS) that ...
Abstract: The lack of standardization across publicly available network intrusion detection datasets presents a significant challenge in developing generalizable machine learning-based models. These ...