Karen's repositories
TransferAttackEval
Good practices in evaluating transfer adversarial attacks (arXiv 2022)
pytorch-image-models
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more
Transformers-Tutorials
This repository contains demos I made with the Transformers library by HuggingFace.
transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
adversarial-robustness-toolbox
Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference - Red and Blue Teams
vit-pytorch
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
Best-websites-a-programmer-should-visit
:link: Some useful websites for programmers.
Watermark-Vaccine
The code for ECCV2022 (Watermark Vaccine: Adversarial Attacks to Prevent Watermark Removal)
Robust-Vision-Transformer
The implementation of our paper: Towards Robust Vision Transformer (CVPR2022)
foolbox
A Python toolbox to create adversarial examples that fool neural networks in PyTorch, TensorFlow, and JAX
adversarial-attacks-pytorch
PyTorch implementation of adversarial attacks.
DeepRobust
A pytorch adversarial library for attack and defense methods on images and graphs
PyTorch-GAN
PyTorch implementations of Generative Adversarial Networks.
CMUA-Watermark
The official code for CMUA-Watermark: A Cross-Model Universal Adversarial Watermark for Combating Deepfakes (AAAI2022)
cleverhans
An adversarial example library for constructing attacks, building defenses, and benchmarking both
DeepMIH
Official repository of "DeepMIH: Deep Invertible Network for Multiple Image Hiding", TPAMI 2022.
mnist_challenge
A challenge to explore adversarial robustness of neural networks on MNIST.
pylearn2
Warning: This project does not have any current developer. See bellow.
download_google_drive
Download files from Google Drive using Python 2 or Python 3
Attack_classification_models_with_transferability
Attack classification models with transferability, black-box attack; unrestricted adversarial attacks on imagenet, CVPR2021 安全AI挑战者计划第六期：ImageNet无限制对抗攻击 决赛第四名（team name: Advers）
Deep-Mis-Ranking
This is a pytorch implementation of the CVPR2020 paper: Transferable, Controllable, and Inconspicuous Adversarial Attacks on Person Re-identification With Deep Mis-Ranking
Course-Network-and-Information-Security
信息安全相关的课程资料
adversarial-medicine
Code for the paper "Adversarial Attacks Against Medical Deep Learning Systems"
ouc-java-course
Java course slides and materials (CS, Ocean University of China)