Pairwise clusters optimization and cluster most significant feature methods for anomaly-based network intrusion detection system (POC2MSF) / Gervais Hatungimana

• 1. Verfasser: Hatungimana, Gervais (Verfasst von)
• Format: Buch
• Veröffentlicht: Universiti Teknologi MARA Press (Penerbit UiTM), 2018.
• Schlagworte: Article; PeerReviewed
• Online-Zugang: Link Metadata

Anomaly-based Intrusion Detection System (IDS) uses known baseline to detect patterns which have deviated from normal behaviour. If the baseline is faulty, the IDS performance degrades. Most of researches in IDS which use k-centroids-based clustering methods like K-means, K-medoids, Fuzzy, Hierarchi...