ZhaohengLi / adversarial-attacksLinks
Using FGSM, I-FGSM and MI-FGSM to generate and evaluate adversarial samples.
☆12Updated 5 years ago
Alternatives and similar repositories for adversarial-attacks
Users that are interested in adversarial-attacks are comparing it to the libraries listed below
Sorting:
- Tensorflow implementation of Generating Adversarial Examples with Adversarial Networks☆43Updated 6 years ago
- ☆51Updated 3 years ago
- Code for "Adversarial Camouflage: Hiding Physical World Attacks with Natural Styles" (CVPR 2020)☆92Updated 2 years ago
- Using relativism to improve GAN-based Adversarial Attacks. 🦾☆44Updated 2 years ago
- Codes for CVPR2020 paper "Towards Transferable Targeted Attack".☆15Updated 3 years ago
- ☆26Updated 2 years ago
- Code for Adv-watermark: A novel watermark perturbation for adversarial examples (ACM MM2020)☆41Updated 4 years ago
- The code of ICCV2021 paper "Meta Gradient Adversarial Attack"☆24Updated 3 years ago
- My entry for ICLR 2018 Reproducibility Challenge for paper Synthesizing robust adversarial examples https://openreview.net/pdf?id=BJDH5M-…☆73Updated 7 years ago
- Implementation of Targeted Backdoor Attacks on Deep Learning Systems Using Data Poisoning paper☆20Updated 5 years ago
- Stochastic Variance Reduced Ensemble Adversarial Attack for Boosting the Adversarial Transferability☆23Updated 2 years ago
- The code of our AAAI 2021 paper "Detecting Adversarial Examples from Sensitivity Inconsistency of Spatial-transform Domain"☆16Updated 4 years ago
- Robust Adversarial Perturbation on Deep Proposal-based Models☆25Updated 2 years ago
- Universal Adversarial Perturbations (UAPs) for PyTorch☆48Updated 3 years ago
- Simple yet effective targeted transferable attack (NeurIPS 2021)☆51Updated 2 years ago
- This repository contains the implementation of three adversarial example attack methods FGSM, IFGSM, MI-FGSM and one Distillation as defe…☆131Updated 4 years ago
- Patch-wise iterative attack (accepted by ECCV 2020) to improve the transferability of adversarial examples.☆92Updated 3 years ago
- A pytorch implementation of "Adversarial Examples in the Physical World"☆17Updated 5 years ago
- Universal Adversarial Networks☆33Updated 6 years ago
- Adversarial attacks including DeepFool and C&W☆13Updated 6 years ago
- Pytorch implementation of Adversarial Patch on ImageNet (arXiv: https://arxiv.org/abs/1712.09665)☆63Updated 5 years ago
- Our Team (green hand) 6th Solution for CVPR-2021 AIC-VI: Unrestricted Adversarial Attacks on ImageNet☆26Updated 3 years ago
- Enhancing the Transferability of Adversarial Attacks through Variance Tuning☆88Updated last year
- code for "Feature Importance-aware Transferable Adversarial Attacks"☆82Updated 3 years ago
- Code for CVPR2020 paper QEBA: Query-Efficient Boundary-Based Blackbox Attack☆32Updated 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…☆28Updated 3 years ago
- Code for "Learning Universal Adversarial Perturbation by Adversarial Example"☆8Updated 3 years ago
- Paper sharing in adversary related works☆45Updated last month
- [ACM MM 2023] Improving the Transferability of Adversarial Examples with Arbitrary Style Transfer.