Huan Zhang huanzhang12

Pinned repositories

1. RecurJac-Jacobian-Bounds

   RecurJac: An Efficient Recursive Algorithm for Bounding Jacobian Matrix of Neural Networks (this repository also contains implementations for CROWN, FastLin and FastLip)

   Python 3

2. ZOO-Attack

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

   Python 50 21

3. lightgbm-gpu

   Development Repository for GPU-accelerated GBDT training

   C++ 37 9

4. Adversarial_Survey

   Robustness vs Accuracy Survey on ImageNet

   Python 38 11

5. hogwildpp

   HogWild++: A New Mechanism for Decentralized Asynchronous Stochastic Gradient Descent

   C++ 24 7

6. ImageCaptioningAttack

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

   Python 19 4