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    • Some Submodular Data-Poisoning Attacks on Machine Learners 

      Mei, Shike; Zhu, Xiaojin (2017-03-08)
      We study data-poisoning attacks using a machine teaching framework. For a family of NP-hard attack problems we pose them as submodular function maximization, thereby inheriting efficient greedy algorithms with theoretical ...