A supervised clustering algorithm for computer intrusion detection

We previously developed a clustering and classification algorithm - supervised (CCAS) to learn patterns of normal and intrusive activities and to classify observed system activities. Here we further enhance the robustness of CCAS to the presentation order of training data and the noises in training...

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Veröffentlicht in:	Knowledge and information systems 2005-11, Vol.8 (4), p.498-509
Hauptverfasser:	Li, Xiangyang, Ye, Nong
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Classification Cluster analysis Clustering Cybersecurity Data mining Noise Studies Training
Online-Zugang:	Volltext
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