Performance Evaluation of Classification Techniques for Intrusion Detection in Noisy Datasets

  • Prince Vijay
  • Published 2017

Abstract

Data mining provides a useful environment and set of tools for processing large datasets such as Intrusion Detection Systems` (IDS) logs. Researchers improve existing IDS models by comparing the performance of various algorithms on these datasets. It is very important to keep in mind that an IDS often has to work in a noisy network environment. Network… (More)

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