Intrusion Detection Systems using Data Mining Techniques: A comparative study
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Date
2022-01-20
Journal Title
Journal ISSN
Volume Title
Publisher
IEEE
Abstract
Data mining tools are widely used in computer networks. The well-known and mostly used tools to secure computers and network systems are WEKA and TANAGRA. The purpose of this study is to compare these two tools in terms of detection accuracy and computation time. This comparison was conducted using a well-known NSL-KDD dataset. Experiments show that TANAGRA achieves better results than WEKA in detection accuracy. But, TANAGRA is competitive with WEKA in terms of computation time.
Description
Keywords
TANAGRA, Weka, NSL KDD dataset, Data mining, IDS, Experimental comparison