Harry24k / PGD-pytorchLinks
A pytorch implementation of "Towards Deep Learning Models Resistant to Adversarial Attacks"
☆157Updated 6 years ago
Alternatives and similar repositories for PGD-pytorch
Users that are interested in PGD-pytorch are comparing it to the libraries listed below
Sorting:
- ☆63Updated 4 years ago
- A curated list of papers on adversarial machine learning (adversarial examples and defense methods).☆211Updated 3 years ago
- Code for "Diversity can be Transferred: Output Diversification for White- and Black-box Attacks"☆53Updated 4 years ago
- Code for LAS-AT: Adversarial Training with Learnable Attack Strategy (CVPR2022)☆117Updated 3 years ago
- Adversarial Robustness, White-box, Adversarial Attack☆51Updated 3 years ago
- A pytorch implementation of "Towards Evaluating the Robustness of Neural Networks"☆59Updated 6 years ago
- Implementation of https://arxiv.org/abs/1610.08401 for the CS-E4070 - Special Course in Machine Learning and Data Science: Advanced Topic…☆64Updated 5 years ago
- Code for ICLR2020 "Improving Adversarial Robustness Requires Revisiting Misclassified Examples"☆151Updated 4 years ago
- Attacks Which Do Not Kill Training Make Adversarial Learning Stronger (ICML2020 Paper)☆126Updated 2 years ago
- Library containing PyTorch implementations of various adversarial attacks and resources☆163Updated this week
- ☆52Updated 3 years ago
- Enhancing the Transferability of Adversarial Attacks through Variance Tuning☆89Updated last year
- [ICCV 2019] Enhancing Adversarial Example Transferability with an Intermediate Level Attack (https://arxiv.org/abs/1907.10823)☆80Updated 5 years ago
- Square Attack: a query-efficient black-box adversarial attack via random search [ECCV 2020]☆168Updated 5 years ago
- ☆86Updated 4 years ago
- Code for "Adversarial Camouflage: Hiding Physical World Attacks with Natural Styles" (CVPR 2020)☆94Updated 2 years ago
- a Pytorch implementation of the paper "Generating Adversarial Examples with Adversarial Networks" (advGAN).☆274Updated 4 years ago
- ☆60Updated 3 years ago
- This repository provides simple PyTorch implementations for adversarial training methods on CIFAR-10.☆169Updated 4 years ago
- Official Tensorflow implementation for "Improving Adversarial Transferability via Neuron Attribution-based Attacks" (CVPR 2022)☆34Updated 2 years ago
- Universal Adversarial Perturbations (UAPs) for PyTorch☆49Updated 4 years ago
- A novel data-free model stealing method based on GAN☆130Updated 2 years ago
- This repository contains the PyTorch implementation of Zeroth Order Optimization Based Adversarial Black Box Attack (https://arxiv.org/ab…☆44Updated 2 years ago
- [ICLR 2020] A repository for extremely fast adversarial training using FGSM☆448Updated last year
- Sparse and Imperceivable Adversarial Attacks (accepted to ICCV 2019).☆41Updated 4 years ago
- ☆58Updated 3 years ago
- ☆29Updated 4 years ago
- The translation-invariant adversarial attack method to improve the transferability of adversarial examples.☆141Updated 2 years ago
- This is an implementation demo of the ICLR 2021 paper [Neural Attention Distillation: Erasing Backdoor Triggers from Deep Neural Networks…☆124Updated 3 years ago
- ☆71Updated 4 years ago