Pinned

1. CROWN-IBP

   Certified defense to adversarial examples using CROWN and IBP. Also includes GPU implementation of CROWN verification algorithm (in PyTorch).

   Python 56 9

2. RecurJac-and-CROWN

   Reference implementations for RecurJac, CROWN, FastLin and FastLip (Neural Network verification and robustness certification algorithms)

   Python 18 1

3. ATLA_robust_RL

   Robust Reinforcement Learning with the Alternating Training of Learned Adversaries (ATLA) framework

   Python 13 2

4. ZOO-Attack

   ZOO: Zeroth Order Optimization based Black-box Attacks to Deep Neural Networks

   Python 118 39

5. Adversarial_Survey

   Robustness vs Accuracy Survey on ImageNet

   Python 85 23

6. lightgbm-gpu

   Development Repository for GPU-accelerated GBDT training

   C++ 54 14