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Data Augmentation with Generative Models for Improved Malware Detection: A Comparative Study.

Roland BurksKazi Aminul IslamYan LuJiang Li
Published in: UEMCON (2019)
Keyphrases
  • generative model
  • data sets
  • prior knowledge
  • malware detection
  • hidden variables
  • data points
  • probabilistic model
  • feature selection
  • training data
  • conditional random fields
  • discriminative learning
  • labelled data