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Impacts of Data Preprocessing and Hyperparameter Optimization on the Performance of Machine Learning Models Applied to Intrusion Detection Systems.

Mateus Guimarães LimaAntony CarvalhoJoão Gabriel ÁlvaresClayton Escouper das ChagasRonaldo Ribeiro Goldschmidt
Published in: CoRR (2024)
Keyphrases
  • data preprocessing
  • intrusion detection system
  • intrusion detection
  • machine learning models
  • data mining
  • preprocessing
  • neural network
  • preprocessing step
  • database
  • databases