Intrusion Detection Systems (IDS) and anomaly detection techniques underpin modern cybersecurity by autonomously monitoring network activities and flagging deviations from normal behaviour. IDS ...

IDSs use two primary techniques for intrusion detection: signature-based and anomaly-based detection. Signature-based detection relies on pattern-matching techniques to identify known threats by ...

Anomaly-based intrusion detection systems, which identify deviations from normal behavior, have emerged as a promising solution. However, these systems often face challenges such as high ...