Jeffkang-94 / pytorch-adversarial-attack
Implementation of gradient-based adversarial attack(FGSM,MI-FGSM,PGD)
☆89Updated 3 years ago
Alternatives and similar repositories for pytorch-adversarial-attack
Users that are interested in pytorch-adversarial-attack are comparing it to the libraries listed below
Sorting:
- Enhancing the Transferability of Adversarial Attacks through Variance Tuning☆87Updated last year
- Pytorch implementation of Adversarial Patch on ImageNet (arXiv: https://arxiv.org/abs/1712.09665)☆63Updated 5 years ago
- Spectrum simulation attack (ECCV'2022 Oral) towards boosting the transferability of adversarial examples☆104Updated 2 years ago
- Using relativism to improve GAN-based Adversarial Attacks. 🦾☆43Updated 2 years ago
- Revisiting Transferable Adversarial Images (arXiv)☆122Updated 2 months ago
- Adversarial Robustness, White-box, Adversarial Attack☆50Updated 2 years ago
- Invisible Backdoor Attack with Sample-Specific Triggers☆94Updated 2 years ago
- Simple yet effective targeted transferable attack (NeurIPS 2021)☆51Updated 2 years ago
- A paper list for localized adversarial patch research☆148Updated last year
- code for "Feature Importance-aware Transferable Adversarial Attacks"☆82Updated 2 years ago
- AdvAttacks; adversarial examples; FGSM;JSMA;CW;single pixel attack; local search attack;deepfool☆58Updated 5 years ago
- ☆105Updated last year
- Enhancing the Self-Universality for Transferable Targeted Attacks [CVPR 2023 Paper]☆35Updated last year
- This repository contains the implementation of three adversarial example attack methods FGSM, IFGSM, MI-FGSM and one Distillation as defe…☆127Updated 4 years ago
- ☆70Updated 3 years ago
- Code for LAS-AT: Adversarial Training with Learnable Attack Strategy (CVPR2022)☆118Updated 3 years ago
- Convert tensorflow model to pytorch model via [MMdnn](https://github.com/microsoft/MMdnn) for adversarial attacks.☆85Updated 2 years ago
- ☆22Updated 2 years ago
- This repository provides simple PyTorch implementations for adversarial training methods on CIFAR-10.☆165Updated 4 years ago
- A pytorch implementation of "Towards Evaluating the Robustness of Neural Networks"☆57Updated 5 years ago
- REAP: A Large-Scale Realistic Adversarial Patch Benchmark☆26Updated last year
- Code for "PatchCleanser: Certifiably Robust Defense against Adversarial Patches for Any Image Classifier"☆40Updated last year
- ☆35Updated last year
- ☆31Updated 3 years ago
- Reproduce multiple adversarial attack methods☆22Updated 5 years ago
- [ACM MM 2023] Improving the Transferability of Adversarial Examples with Arbitrary Style Transfer.☆18Updated last year
- Paper sharing in adversary related works☆45Updated 2 months ago
- Attack-Inspired GAN - unofficial pytorch implementation☆18Updated last year
- PyTorch implementation of Expectation over Transformation☆13Updated 2 years ago
- A pytorch implementation of "Towards Deep Learning Models Resistant to Adversarial Attacks"☆154Updated 5 years ago