Pinned

1. pytorch-cnn-visualizations Public

   Pytorch implementation of convolutional neural network visualization techniques

   Python 6.8k 1.4k

2. imagenet-adversarial-image-evaluation Public

   Code and some materials from the papers "Selection of Source Images Heavily Influences the Effectiveness of Adversarial Attacks" (BMVC 2021) and "Evaluating Adversarial Attacks on ImageNet:A Realit…

   Python 9

3. pytorch-custom-dataset-examples Public

   Some custom dataset examples for PyTorch

   Python 798 114

4. adaptive-segmentation-mask-attack Public

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

   Python 53 6

5. pytorch-cnn-adversarial-attacks Public

   Pytorch implementation of convolutional neural network adversarial attack techniques

   Python 327 56

6. regional-adversarial-perturbation Public

   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 1