97 citations · 174 across the 7 of their papers we have counts for
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cs.CR2021
Orthogonal variance-based feature selection for intrusion detection systems
Firuz Kamalov, Sherif Moussa, Ziad El Khatib +1
In this paper, we apply a fusion machine learning method to construct an automatic intrusion detection system. Concretely, we employ the orthogonal variance decomposition technique…
cs.CR2021★ 37 cited
Feature selection for intrusion detection systems
Firuz Kamalov, Sherif Moussa, Rita Zgheib +1
In this paper, we analyze existing feature selection methods to identify the key elements of network traffic data that allow intrusion detection. In addition, we propose a new feat…