An Effective Feature Extraction Mechanism for Intrusion Detection System

The development of an efficient detection mechanism to determine malicious network traffic has been a critical research topic in the field of network security in recent years. This study implemented an intrusion-detection system (IDS) based on a machine learning algorithm to periodically convert and...

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Veröffentlicht in:	IEICE Transactions on Information and Systems 2021/11/01, Vol.E104.D(11), pp.1814-1827
Hauptverfasser:	KUO, Cheng-Chung, TSENG, Ding-Kai, TSAI, Chun-Wei, YANG, Chu-Sing
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Communications traffic Datasets Feature extraction intrusion detection system Intrusion detection systems Machine learning NetFlow
Online-Zugang:	Volltext
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