Application of Decision Tree Classifier in Detection of Specific Denial of Service Attacks with Genetic Algorithm Based Feature Selection on NSL-KDD
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.
- Publication:
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arXiv e-prints
- Pub Date:
- October 2022
- DOI:
- 10.48550/arXiv.2210.10232
- arXiv:
- arXiv:2210.10232
- Bibcode:
- 2022arXiv221010232W
- Keywords:
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- Computer Science - Neural and Evolutionary Computing
- E-Print:
- 6 pages, 1 figure, 10 tables