A PyTorch implementation of universal adversarial perturbation (UAP) which is more easy to understand and implement.
☆53Mar 3, 2022Updated 4 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
Sorting:
- Our simple but effective staircase sign method which boosts the transferability of both non-targeted and targeted attacks.☆18Jul 5, 2022Updated 3 years ago
- Our Team (green hand) 6th Solution for CVPR-2021 AIC-VI: Unrestricted Adversarial Attacks on ImageNet☆26Jan 25, 2022Updated 4 years ago
- The extension of "Patch-wise Attack for Fooling Deep Neural Network (ECCV2020)", and we aim to boost the success rates of targeted attack…☆28Mar 14, 2022Updated 3 years ago
- This is PyTorch Implementation of Universal Adversarial Perturbation (https://arxiv.org/abs/1610.08401)☆46Apr 16, 2019Updated 6 years ago
- Universal Adversarial Perturbations (UAPs) for PyTorch☆49Aug 28, 2021Updated 4 years ago
- [ICCV 2023] "TRM-UAP: Enhancing the Transferability of Data-Free Universal Adversarial Perturbation via Truncated Ratio Maximization", Yi…☆13Jul 17, 2024Updated last year
- Generalized Data-free Universal Adversarial Perturbations in PyTorch☆20Oct 9, 2020Updated 5 years ago
- Source code for Learning Transferable Adversarial Examples via Ghost Networks (AAAI2020)☆58Feb 25, 2019Updated 7 years ago
- A PyTorch Implementation of the UAP attack☆19Dec 31, 2018Updated 7 years ago
- Simple yet effective targeted transferable attack (NeurIPS 2021)☆51Nov 17, 2022Updated 3 years ago
- Generalized Data-free Universal Adversarial Perturbations☆73Oct 5, 2018Updated 7 years ago
- code for "Feature Importance-aware Transferable Adversarial Attacks"☆86Jun 9, 2022Updated 3 years ago
- Official implementation of the ICCV2023 paper: Enhancing Generalization of Universal Adversarial Perturbation through Gradient Aggregatio…☆27Aug 17, 2023Updated 2 years ago
- ☆28Jun 27, 2022Updated 3 years ago
- Implementation of https://arxiv.org/abs/1610.08401 for the CS-E4070 - Special Course in Machine Learning and Data Science: Advanced Topic…☆65Nov 23, 2019Updated 6 years ago
- Beyond imagenet attack (accepted by ICLR 2022) towards crafting adversarial examples for black-box domains.☆61Jun 15, 2022Updated 3 years ago
- Spectrum simulation attack (ECCV'2022 Oral) towards boosting the transferability of adversarial examples☆116Jul 21, 2022Updated 3 years ago
- [CVPR'19] Trust Region Based Adversarial Attack☆20Dec 11, 2020Updated 5 years ago
- Pytorch implementation of Universal Adverserial Perturbation and Fast Feature Fool☆22Jul 15, 2019Updated 6 years ago
- Data independent universal adversarial perturbations☆63Mar 20, 2020Updated 5 years ago
- ☆248Jan 12, 2019Updated 7 years ago
- Robust Adversarial Objects against Deep Learning Models☆12Mar 28, 2020Updated 5 years ago
- Code for "Adversarial attack by dropping information." (ICCV 2021)☆78Jan 13, 2022Updated 4 years ago
- Code for the paper "StyLess: Boosting the Transferability of Adversarial Examples" (CVPR 2023)☆26Jun 9, 2023Updated 2 years ago
- Code for our NeurIPS 2023 paper Towards Evaluating Transfer-based Attacks Systematically, Practically, and Fairly☆14Jan 22, 2024Updated 2 years ago
- A Unified Approach to Interpreting and Boosting Adversarial Transferability (ICLR2021)☆31Apr 22, 2022Updated 3 years ago
- Official Tensorflow implementation for "Improving the Transferability of Adversarial Samples by Path-Augmented Method" (CVPR 2023).☆12Jun 16, 2023Updated 2 years ago
- The official implementation of CVPR 2021 paper "Simulating Unknown Target Models for Query-Efficient Black-box Attacks"☆59Jun 18, 2021Updated 4 years ago
- Tensorflow Implementation of "DUP-Net: Denoiser and Upsampler Network for 3D Adversarial Point Clouds Defense", ICCV 2019☆15Aug 10, 2021Updated 4 years ago
- Official codes for GRA (Accepted by ICCV2023)☆17Jul 18, 2023Updated 2 years ago
- Codes for CVPR2020 paper "Towards Transferable Targeted Attack".☆15Apr 24, 2022Updated 3 years ago
- A targeted adversarial attack method, which won the NIPS 2017 targeted adversarial attacks competition☆134May 29, 2018Updated 7 years ago
- Breaking Certifiable Defenses☆17Nov 22, 2022Updated 3 years ago
- code for ICML 2021 paper in which we explore the relationship between adversarial transferability and knowledge transferability.☆17Dec 8, 2022Updated 3 years ago
- [CVPR 2018] Tensorflow implementation of NAG : Network for Adversary Generation☆33May 24, 2018Updated 7 years ago
- The translation-invariant adversarial attack method to improve the transferability of adversarial examples.☆142Aug 23, 2023Updated 2 years ago
- Code for our ICLR 2023 paper Making Substitute Models More Bayesian Can Enhance Transferability of Adversarial Examples.☆18May 31, 2023Updated 2 years ago
- ☆18Mar 24, 2023Updated 2 years ago
- ☆19Dec 16, 2020Updated 5 years ago