qilong-zhang / Pytorch_Universal-adversarial-perturbation
A PyTorch implementation of universal adversarial perturbation (UAP) which is more easy to understand and implement.
☆55Updated 3 years ago
Alternatives and similar repositories for Pytorch_Universal-adversarial-perturbation:
Users that are interested in Pytorch_Universal-adversarial-perturbation are comparing it to the libraries listed below
- Patch-wise iterative attack (accepted by ECCV 2020) to improve the transferability of adversarial examples.☆90Updated 3 years ago
- Simple yet effective targeted transferable attack (NeurIPS 2021)☆51Updated 2 years ago
- code for "Feature Importance-aware Transferable Adversarial Attacks"☆82Updated 2 years ago
- Enhancing the Transferability of Adversarial Attacks through Variance Tuning☆86Updated last year
- The extension of "Patch-wise Attack for Fooling Deep Neural Network (ECCV2020)", and we aim to boost the success rates of targeted attack…☆27Updated 3 years ago
- ☆70Updated 3 years ago
- Codes for ICLR 2020 paper "Skip Connections Matter: On the Transferability of Adversarial Examples Generated with ResNets"☆71Updated 4 years ago
- Code for "Adversarial Camouflage: Hiding Physical World Attacks with Natural Styles" (CVPR 2020)☆91Updated 2 years ago
- ☆26Updated 2 years ago
- Boosting Transferability through Enhanced Momentum☆14Updated last year
- Convert tensorflow model to pytorch model via [MMdnn](https://github.com/microsoft/MMdnn) for adversarial attacks.☆85Updated 2 years ago
- Code for our NeurIPS 2020 paper Practical No-box Adversarial Attacks against DNNs.☆34Updated 4 years ago
- ☆35Updated last year
- Codes for CVPR2020 paper "Towards Transferable Targeted Attack".☆15Updated 3 years ago
- Pytorch implementation for MagNet: a Two-Pronged Defense against Adversarial Examples☆15Updated 5 years ago
- Implementation of https://arxiv.org/abs/1610.08401 for the CS-E4070 - Special Course in Machine Learning and Data Science: Advanced Topic…☆61Updated 5 years ago
- [ICCV 2019] Enhancing Adversarial Example Transferability with an Intermediate Level Attack (https://arxiv.org/abs/1907.10823)☆78Updated 5 years ago
- Code for the paper "StyLess: Boosting the Transferability of Adversarial Examples" (CVPR 2023)☆25Updated last year
- The code of our AAAI 2021 paper "Detecting Adversarial Examples from Sensitivity Inconsistency of Spatial-transform Domain"☆15Updated 4 years ago
- Our simple but effective staircase sign method which boosts the transferability of both non-targeted and targeted attacks.☆17Updated 2 years ago
- This is PyTorch Implementation of Universal Adversarial Perturbation (https://arxiv.org/abs/1610.08401)☆43Updated 6 years ago
- Official Tensorflow implementation for "Improving Adversarial Transferability via Neuron Attribution-based Attacks" (CVPR 2022)☆34Updated 2 years ago
- The translation-invariant adversarial attack method to improve the transferability of adversarial examples.☆141Updated last year
- Adversarial Robustness, White-box, Adversarial Attack☆50Updated 2 years ago
- Code for LAS-AT: Adversarial Training with Learnable Attack Strategy (CVPR2022)☆118Updated 3 years ago
- Code for "Diversity can be Transferred: Output Diversification for White- and Black-box Attacks"☆53Updated 4 years ago
- Universal Adversarial Perturbations (UAPs) for PyTorch☆48Updated 3 years ago
- Spectrum simulation attack (ECCV'2022 Oral) towards boosting the transferability of adversarial examples☆102Updated 2 years ago
- Pytorch implementation of Adversarial Patch on ImageNet (arXiv: https://arxiv.org/abs/1712.09665)☆61Updated 5 years ago
- [CVPR 2022] Official implementation of the Object-based Diverse Input (ODI) method☆22Updated 2 years ago