Application of Decision Tree Classifier in Detection of Specific Denial of Service Attacks with Genetic Algorithm Based Feature Selection on NSL-KDD

October 19, 2022 ยท Declared Dead ยท ๐Ÿ› arXiv.org

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Authors Deanna Wilborne arXiv ID 2210.10232 Category cs.NE: Neural & Evolutionary Citations 0 Venue arXiv.org Last Checked 4 months ago
Abstract
Using a Genetic Algorithm and Decision Tree Classifier, the features of the NSL-KDD dataset are reduced using combinatorial optimization to determine the minimum features required to accurately classify Denial of Service attacks within the NSL-KDD dataset.
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