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  1. RobustTrees RobustTrees Public

    [ICML 2019, 20 min long talk] Robust Decision Trees Against Adversarial Examples

    C++ 67 11

  2. treeVerification treeVerification Public

    [NeurIPS 2019] H. Chen*, H. Zhang*, S. Si, Y. Li, D. Boning and C.-J. Hsieh, Robustness Verification of Tree-based Models (*equal contribution)

    C++ 26 6

  3. StateAdvDRL StateAdvDRL Public

    [NeurIPS 2020, Spotlight] Code for "Robust Deep Reinforcement Learning against Adversarial Perturbations on Observations"

    117 18

  4. SA_DQN SA_DQN Public

    [NeurIPS 2020, Spotlight] State-Adversarial DQN (SA-DQN) for robust deep reinforcement learning

    Python 34 11

  5. KaidiXu/GCN_ADV_Train KaidiXu/GCN_ADV_Train Public

    Adversarial training for Graph Neural Networks

    Python 59 11

  6. huanzhang12/ImageCaptioningAttack huanzhang12/ImageCaptioningAttack Public

    Show-and-Fool: Adversarial Examples for Image Captioning task

    Python 56 9