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Dataset Security for Machine Learning: Data Poisoning, Backdoor Attacks, and Defenses.

Micah GoldblumDimitris TsiprasChulin XieXinyun ChenAvi SchwarzschildDawn SongAleksander MadryBo LiTom Goldstein
Published in: IEEE Trans. Pattern Anal. Mach. Intell. (2023)
Keyphrases
  • data sets
  • machine learning
  • data analysis
  • database
  • original data
  • data mining
  • knowledge discovery
  • feature selection
  • training data
  • data sources
  • data points
  • machine learning algorithms
  • statistical databases