Pinned

1. pytorch-cnn-visualizations

   Pytorch implementation of convolutional neural network visualization techniques

   Python 4.5k 949

2. adaptive-segmentation-mask-attack

   Pre-trained model, code, and materials from the paper "Impact of Adversarial Examples on Deep Learning Models for Biomedical Image Segmentation" (MICCAI 2019).

   Python 43 4

3. pytorch-custom-dataset-examples

   Some custom dataset examples for PyTorch

   Python 583 89

4. regional-adversarial-perturbation

   Code and materials for the paper "Regional Image Perturbation Reduces Lp Norms of Adversarial Examples While Maintaining Model-to-model Transferability" (ICML 2020, UDL).

   Python 5

5. pytorch-cnn-adversarial-attacks

   Pytorch implementation of convolutional neural network adversarial attack techniques

   Python 287 50