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National Science Foundation

Cyber-Physical Systems Virtual Organization

Read-only archive of site from September 29, 2023.

CPS-VO

C4.5N decision tree

biblio

Visible to the public Threshold Based Optimization of Performance Metrics with Severely Imbalanced Big Security Data

Submitted by grigby1 on Fri, 04/03/2020 - 12:18pm
  • learning (artificial intelligence)
  • threshold based optimization
  • Slow HTTP POST
  • severely imbalanced slow HTTP DoS attack data
  • severely imbalanced big security data
  • security of data
  • pubcrawl
  • predictive security metrics
  • Performance Metrics
  • pattern classification
  • optimisation
  • Metrics
  • machine learning techniques
  • big data security metrics
  • imbalanced big dataset
  • Decision trees
  • cyber security domain
  • classifier predictive models
  • classifier performance
  • classification threshold
  • class imbalance
  • C4.5N decision tree
  • Big Data
  • AUC
  • area under the receiver operating characteristic curve

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