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1. RobustTrees RobustTreesPublic

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

   C++ 66 11

2. treeVerification treeVerificationPublic

   [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++ 25 6

3. StateAdvDRL StateAdvDRLPublic

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

   116 18

4. SA_DQN SA_DQNPublic

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

   Python 32 11

5. KaidiXu/GCN_ADV_Train KaidiXu/GCN_ADV_TrainPublic

   Adversarial training for Graph Neural Networks

   Python 58 11

6. huanzhang12/ImageCaptioningAttack huanzhang12/ImageCaptioningAttackPublic

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

   Python 55 9