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:
- A pytorch implementation of "Adversarial Examples in the Physical World"☆17Updated 5 years ago
- ☆26Updated 3 years ago
- Using relativism to improve GAN-based Adversarial Attacks. 🦾☆44Updated 2 years ago
- Code for "Adversarial Camouflage: Hiding Physical World Attacks with Natural Styles" (CVPR 2020)☆92Updated 2 years ago
- ☆51Updated 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
- Tensorflow implementation of Generating Adversarial Examples with Adversarial Networks☆43Updated 6 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
- Implementation of the Boundary Attack algorithm as described in Brendel, Wieland, Jonas Rauber, and Matthias Bethge. "Decision-Based Adve…☆98Updated 4 years ago
- Implementation of https://arxiv.org/abs/1610.08401 for the CS-E4070 - Special Course in Machine Learning and Data Science: Advanced Topic…☆62Updated 5 years ago
- Codes for CVPR2020 paper "Towards Transferable Targeted Attack".☆15Updated 3 years ago
- a Pytorch implementation of the paper "Generating Adversarial Examples with Adversarial Networks" (advGAN).☆271Updated 4 years ago
- The code of ICCV2021 paper "Meta Gradient Adversarial Attack"☆24Updated 3 years ago
- Universal Adversarial Networks☆33Updated 6 years ago
- Adversarial attacks including DeepFool and C&W☆13Updated 6 years ago
- code for "Feature Importance-aware Transferable Adversarial Attacks"☆82Updated 3 years ago
- ☆71Updated 4 years ago
- A PyTorch implementation of universal adversarial perturbation (UAP) which is more easy to understand and implement.☆56Updated 3 years ago
- Pytorch implementation of Adversarial Patch on ImageNet (arXiv: https://arxiv.org/abs/1712.09665)☆63Updated 5 years ago
- Patch-wise iterative attack (accepted by ECCV 2020) to improve the transferability of adversarial examples.☆92Updated 3 years ago
- A novel data-free model stealing method based on GAN☆127Updated 2 years ago
- Paper sharing in adversary related works☆45Updated 2 months ago
- Implementation of Targeted Backdoor Attacks on Deep Learning Systems Using Data Poisoning paper☆20Updated 5 years ago
- Simple yet effective targeted transferable attack (NeurIPS 2021)☆51Updated 2 years ago
- Code for "Adversarial attack by dropping information." (ICCV 2021)☆75Updated 3 years ago
- Code for Adv-watermark: A novel watermark perturbation for adversarial examples (ACM MM2020)☆41Updated 4 years ago
- Universal Adversarial Perturbations (UAPs) for PyTorch☆48Updated 3 years ago
- Code for attacking state-of-the-art face-recognition system from our paper: M. Sharif, S. Bhagavatula, L. Bauer, M. Reiter. "Accessorize …☆62Updated 6 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 3 years ago