Handling nominal features in anomaly intrusion detection problems

Computer network data stream used in intrusion detection usually involve many data types. A common data type is that of symbolic or nominal features. Whether being coded into numerical values or not, nominal features need to be treated differently from numeric features. This paper studies the effect...

Ausführliche Beschreibung

Bibliographische Detailangaben

Hauptverfasser:	Mei-Ling Shyu, Sarinnapakorn, K., Kuruppu-Appuhamilage, I., Shu-Ching Chen, LiWu Chang, Goldring, T.
Format:	Tagungsbericht
Sprache:	eng
Schlagworte:	Anomaly detection Application software Computer networks Computer science Data mining Feature extraction indicator variables Intrusion detection Laboratories multiple correspondence analysis National security nominal features principal component classifier Telecommunication traffic Traffic control
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