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INCS870-Fall2024-Team4

Machine Learning-Based Intrusion Detection System for Minority/Rare-Class Attacks

Team 4

  1. Meena Ruwandi
  2. Siwon Lim
  3. Yoojin Jung

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Experiments

  1. meena:
    • B. Experiment with SMOTE
  2. siwon:
    • E. Experiment with Optimizing SMOTE Ratios
  3. yoojin:
    • A. Experiment without SMOTE
    • C. Experiment with SMOTE After Downsampling
    • D. Experiment with Customized SMOTE

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Developing IDS to detect minor attacks

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