Pinned Repositories
adversarial-attacks-pytorch
PyTorch implementation of adversarial attacks.
Adversarial-Face-Attack
Black-Box Adversarial Attack on Public Face Recognition Systems
adversarial-robustness-toolbox
Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference - Red and Blue Teams
adversarialattacks
Adversarial Attacks
audio_adversarial_examples
Targeted Adversarial Examples on Speech-to-Text systems
auto-attack
Code relative to "Reliable evaluation of adversarial robustness with an ensemble of diverse parameter-free attacks"
Autozoom-Attack
Codes for reproducing query-efficient black-box attacks in “AutoZOOM: Autoencoder-based Zeroth Order Optimization Method for Attacking Black-box Neural Networks” , published at AAAI 2019
Awesome-AI-Security
:file_folder: #AISecurity
awesome-malware-analysis
A curated list of awesome malware analysis tools and resources.
backdoor-learning-resources
A list of backdoor learning resources
shudong-zhang's Repositories
shudong-zhang/adversarial-attacks-pytorch
PyTorch implementation of adversarial attacks.
shudong-zhang/adversarial-robustness-toolbox
Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference - Red and Blue Teams
shudong-zhang/adversarialattacks
Adversarial Attacks
shudong-zhang/audio_adversarial_examples
Targeted Adversarial Examples on Speech-to-Text systems
shudong-zhang/auto-attack
Code relative to "Reliable evaluation of adversarial robustness with an ensemble of diverse parameter-free attacks"
shudong-zhang/awesome-malware-analysis
A curated list of awesome malware analysis tools and resources.
shudong-zhang/backdoor-learning-resources
A list of backdoor learning resources
shudong-zhang/BO-ATP
BayesOpt attack with transferable priors
shudong-zhang/Reconstruct-defense
Code for "Defense against adversarial attacks by reconstructing images"
shudong-zhang/BackdoorBench
shudong-zhang/DeepSpeed
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
shudong-zhang/fucking-algorithm
手把手撕LeetCode题目，扒各种算法套路的裤子，not only how，but also why. English version supported!
shudong-zhang/img2dataset
Easily turn large sets of image urls to an image dataset. Can download, resize and package 100M urls in 20h on one machine.
shudong-zhang/lihang-code
《统计学习方法》的代码实现
shudong-zhang/lingvo
Lingvo
shudong-zhang/mean-teacher
A state-of-the-art semi-supervised method for image recognition
shudong-zhang/MT-Adversarial-Training
shudong-zhang/OTDD
Python implementation of Geometric Dataset Distances via Optimal Transport
shudong-zhang/privacy
Library for training machine learning models with privacy for training data
shudong-zhang/pytorch-cifar
95.47% on CIFAR10 with PyTorch
shudong-zhang/pytorch-distributed
A quickstart and benchmark for pytorch distributed training.
shudong-zhang/pytorch-examples
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
shudong-zhang/PyTorch-YOLOv3
Minimal PyTorch implementation of YOLOv3
shudong-zhang/ResNetVAE
Variational AutoEncoder + ResNet Transfer Learning
shudong-zhang/robustbench
RobustBench: a standardized adversarial robustness benchmark [NeurIPS'21 Benchmarks and Datasets Track]
shudong-zhang/SRGAN
A PyTorch implementation of SRGAN based on CVPR 2017 paper "Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network"
shudong-zhang/TRADES
TRADES (TRadeoff-inspired Adversarial DEfense via Surrogate-loss minimization)
shudong-zhang/Train-generator
shudong-zhang/vision
Datasets, Transforms and Models specific to Computer Vision
shudong-zhang/wassdistance
Approximating Wasserstein distances with PyTorch