Dawn-David / DeepFool_MNIST
Based on Pytorch, the Adversarial Attack algorithm DeepFool, targeting the Mnist data set and ResNet18 network
☆16Updated 4 years ago
Related projects ⓘ
Alternatives and complementary repositories for DeepFool_MNIST
- Code for CVPR2020 paper QEBA: Query-Efficient Boundary-Based Blackbox Attack☆29Updated 3 years ago
- Patch-wise iterative attack (accepted by ECCV 2020) to improve the transferability of adversarial examples.☆89Updated 2 years ago
- A novel data-free model stealing method based on GAN☆123Updated 2 years ago
- This is PyTorch Implementation of Universal Adversarial Perturbation (https://arxiv.org/abs/1610.08401)☆44Updated 5 years ago
- Robust Adversarial Perturbation on Deep Proposal-based Models☆23Updated 2 years ago
- Code for "Adversarial Camouflage: Hiding Physical World Attacks with Natural Styles" (CVPR 2020)☆87Updated last year
- This repository contains the official PyTorch implementation of GeoDA algorithm. GeoDA is a Black-box attack to generate adversarial exam…☆32Updated 3 years ago
- A TensorFlow implementation for Synthesizing Robust Adversarial Examples.☆14Updated last year
- A pytorch implementation of "Explaining and harnessing adversarial examples"☆64Updated 5 years ago
- Tensorflow implementation of Generating Adversarial Examples with Adversarial Networks☆42Updated 5 years ago
- ☆40Updated last year
- A Implementation of IJCAI-19(Transferable Adversarial Attacks for Image and Video Object Detection)☆90Updated 5 years ago
- Universal Adversarial Networks☆33Updated 6 years ago
- My entry for ICLR 2018 Reproducibility Challenge for paper Synthesizing robust adversarial examples https://openreview.net/pdf?id=BJDH5M-…☆70Updated 6 years ago
- Adversarial attacks including DeepFool and C&W☆13Updated 5 years ago
- ☆79Updated 3 years ago
- Implementation of the Boundary Attack algorithm as described in Brendel, Wieland, Jonas Rauber, and Matthias Bethge. "Decision-Based Adve…☆92Updated 3 years ago
- The translation-invariant adversarial attack method to improve the transferability of adversarial examples.☆139Updated last year
- SurFree: a fast surrogate-free black-box attack☆40Updated 4 months ago
- A PyTorch Implementation of the UAP attack☆19Updated 5 years ago
- The code of ICCV2021 paper "Meta Gradient Adversarial Attack"☆23Updated 2 years ago
- Pytorch code for ens_adv_train☆16Updated 5 years ago
- Generative Adversarial Perturbations (CVPR 2018)☆136Updated 3 years ago
- Enhancing the Transferability of Adversarial Attacks through Variance Tuning☆81Updated 8 months ago
- white box adversarial attack☆38Updated 3 years ago
- Using relativism to improve GAN-based Adversarial Attacks. 🦾☆40Updated last year
- A pytorch implementation of "Towards Evaluating the Robustness of Neural Networks"☆53Updated 5 years ago
- A pytorch implementation of "Adversarial Examples in the Physical World"☆17Updated 5 years ago
- Pytorch implementation for MagNet: a Two-Pronged Defense against Adversarial Examples☆14Updated 5 years ago
- Improving Transferability of Adversarial Examples with Input Diversity☆162Updated 5 years ago