Zhaomang Sun's repositories
cleverhans
An adversarial example library for constructing attacks, building defenses, and benchmarking both
AdvBox
Advbox是支持多种深度学习平台的AI模型安全工具箱，既支持白盒和黑盒算法生成对抗样本，衡量AI模型鲁棒性，也支持常见的防御算法 （ Advbox is a toolbox to generate adversarial examples ,it can benchmark the robustness of machine learning models. It support TensorFlow,Caffe2 and multi-GPU , help more users generate more adversarial examples more faster.）
adversarial-robustness-toolbox
This is a library dedicated to adversarial machine learning. Its purpose is to allow rapid crafting and analysis of attacks and defense methods for machine learning models. The Adversarial Robustness Toolbox provides an implementation for many state-of-the-art methods for attacking and defending classifiers. https://developer.ibm.com/code/open/projects/adversarial-robustness-toolbox/
gans-awesome-applications
Curated list of awesome GAN applications and demo
mnist_challenge
A challenge to explore adversarial robustness of neural networks on MNIST.
deeplab_v3
Tensorflow Implementation of the Semantic Segmentation DeepLab_V3 CNN
Generative_Adversarial_Perturbations
Generative Adversarial Perturbations
pytorch-summary
Model summary in PyTorch similar to `model.summary()` in Keras
EAD_Attack
EAD: Elastic-Net Attacks to Deep Neural Networks via Adversarial Examples
adversarial-vision-challenge
NIPS Adversarial Vision Challenge
deeplab-pytorch
PyTorch implementation of DeepLab v2 (ResNet) + COCO-Stuff 10k/164k
mtcnn-pytorch
Joint Face Detection and Alignment using Multi-task Cascaded Convolutional Networks
natural-adversary-pytorch
Pytorch implementation of "Generating Natural Adversarial Examples (ICLR 2018)"
Adversarial_Learning_Paper
Paper Collection of Adversarial Machine Learning
ML-From-Scratch
Machine Learning From Scratch. Bare bones Python implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from data mining to deep learning.
generative_inpainting
Generative Image Inpainting with Contextual Attention https://arxiv.org/abs/1801.07892, demo http://jiahuiyu.com/deepfill
EvadeML-Zoo
Benchmarking and Visualization Tool for Adversarial Machine Learning
FastPhotoStyle
Style transfer, deep learning, feature transform
Adversarial-Semisupervised-Semantic-Segmentation
Pytorch Implementation of "Adversarial Learning For Semi-Supervised Semantic Segmentation" for ICLR 2018 Reproducibility Challenge
keras-deeplab-v3-plus
Keras implementation of Deeplab v3+ with pretrained weights
linuxtools_rst
Linux工具快速教程
pytorch-Deep-Learning-Minicourse
Minicourse in Deep Learning with PyTorch
blackbox-attack
Blackbox attacks for deep neural network models
awesome-adversarial-examples-dl
A curated list of awesome resources for adversarial examples in deep learning