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• 15:56, 24 December 2023 SatoshiNakamoto talk contribs created page INTRUSION DETECTION SYSTEMS USING ADAPTIVE REGRESSION SPLINES (Created page with "Title: INTRUSION DETECTION SYSTEMS USING ADAPTIVE REGRESSION SPLINES Research Question: Can Adaptive Regression Splines (MARS), Neural Networks (ANNs), and Support Vector Machines (SVMs) be used to effectively classify network traffic patterns based on a 5-class taxonomy? Methodology: The researchers used data from the MIT Lincoln Lab's DARPA intrusion detection system evaluations as their benchmark. They compared the performance of MARS, ANNs, and SVMs in classifying...")