Comparison of Gain Ratio and Chi-Square Feature Selection Methods in Improving SVM Performance on IDS
Ricky Aurelius Nurtanto Diaz,
I Ketut Gede Darma Putra,
Made Sudarma
et al.
Abstract:An intrusion detection system (IDS) is a security technology designed to identify and monitor suspicious activity in a computer network or system and detect potential attacks or security breaches. The importance of accuracy in IDS must be addressed, given that the response to any alert or activity generated by the system must be precise and measurable. However, achieving high accuracy in IDS requires a process that takes work. The complex network environment and the diversity of attacks led to significant chal… Show more
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