qilong-zhang

Patch-wise-iterative-attack

Patch-wise iterative attack (accepted by ECCV 2020) to improve the transferability of adversarial examples.

Pytorch_Universal-adversarial-perturbation

A PyTorch implementation of universal adversarial perturbation (UAP) which is more easy to understand and implement.

CVPR2021-Competition-Unrestricted-Adversarial-Attacks-on-ImageNet

Our Team (green hand) 6th Solution for CVPR-2021 AIC-VI: Unrestricted Adversarial Attacks on ImageNet

Targeted_Patch-wise-plusplus_iterative_attack

The extension of "Patch-wise Attack for Fooling Deep Neural Network (ECCV2020)", and we aim to boost the success rates of targeted attack.

Staircase-sign-method

Our simple but effective staircase sign method which boosts the transferability of both non-targeted and targeted attacks.

Hybrid-Image-Transformation-Attack

Code for Practical No-box Adversarial Attacks with Training-free Hybrid Image Transformation

DeepRobust

A pytorch adversarial library for attack and defense methods on images and graphs

Cross-domain-perturbations

Official repository for "Cross-Domain Adversarial Perturbations" (NeuRIPS 2019)

MMdnn

MMdnn is a set of tools to help users inter-operate among different deep learning frameworks. E.g. model conversion and visualization. Convert models between Caffe, Keras, MXNet, Tensorflow, CNTK, PyTorch Onnx and CoreML.

robustness

A library for experimenting with, training and evaluating neural networks, with a focus on adversarial robustness.

Lab2Pix

Image synthesis from label with Lab2Pix

Wuziyi616

Adan

Adan: Adaptive Nesterov Momentum Algorithm for Faster Optimizing Deep Models

ares

A Python library for adversarial machine learning focusing on benchmarking adversarial robustness.

Badges4-README.md-Profile

👩‍💻👨‍💻 Improve your README.md profile with these amazing badges.

BIA

DiffJPEG

JPEG-Pytorch

Pytorch Implementation of JPEG Compression. A modified version of DiffJPEG

NAFNet

The state-of-the-art image restoration model without nonlinear activation functions.

perlin-numpy

A fast and simple perlin noise generator using numpy

pytorch-cifar

95.47% on CIFAR10 with PyTorch

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- (SE)ResNet/ResNeXT, DPN, EfficientNet, MixNet, MobileNet-V3/V2, MNASNet, Single-Path NAS, FBNet, and more

pytorch-msssim

Fast and differentiable MS-SSIM and SSIM for pytorch.

pytorch_resnet_cifar10

Proper implementation of ResNet-s for CIFAR10/100 in pytorch that matches description of the original paper.

SwinIR

SwinIR: Image Restoration Using Swin Transformer (official repository)

ThesisUESTC

ThesisUESTC-电子科技大学毕业论文模板

TransFG

This is the official PyTorch implementation of the paper "TransFG: A Transformer Architecture for Fine-grained Recognition" (Ju He, Jie-Neng Chen, Shuai Liu, Adam Kortylewski, Cheng Yang, Yutong Bai, Changhu Wang, Alan Yuille).

transformer-xl

UESTC-Thesis-Latex-Template

UESTC Thesis Latex Template

VT

Enhancing the Transferability of Adversarial Attacks through Variance Tuning