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1. RobustTrees RobustTrees Public

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

   C++ 68 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++ 27 6

3. StateAdvDRL StateAdvDRL Public

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

   140 19

4. KaidiXu/GCN_ADV_Train KaidiXu/GCN_ADV_Train Public

   Adversarial training for Graph Neural Networks

   Python 61 10

5. huanzhang12/ImageCaptioningAttack huanzhang12/ImageCaptioningAttack Public

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

   Python 56 9

6. cruise-automation/CCDiff cruise-automation/CCDiff Public

   This is the source code of CCDiff, a novel structure-guided diffusion framework to address the challenges of generating realistic and controllable traffic scenarios in long-tail situations.

   Python 10 4