FenHua / Adversarial-Examples
AdvAttacks; adversarial examples; FGSM;JSMA;CW;single pixel attack; local search attack;deepfool
β55Updated 5 years ago
Alternatives and similar repositories for Adversarial-Examples:
Users that are interested in Adversarial-Examples are comparing it to the libraries listed below
- Using relativism to improve GAN-based Adversarial Attacks. π¦Ύβ41Updated 2 years ago
- β70Updated 3 years ago
- Enhancing the Transferability of Adversarial Attacks through Variance Tuningβ85Updated last year
- Reproduce multiple adversarial attack methodsβ22Updated 4 years ago
- Implementation of gradient-based adversarial attack(FGSM,MI-FGSM,PGD)β85Updated 3 years ago
- An example code of implement of PGD and FGSM algorithm for adversarial attackβ13Updated 3 years ago
- Code for "PatchCleanser: Certifiably Robust Defense against Adversarial Patches for Any Image Classifier"β39Updated last year
- The code of ICCV2021 paper "Meta Gradient Adversarial Attack"β24Updated 3 years ago
- Pytorch implementation of Adversarial Patch on ImageNet (arXiv: https://arxiv.org/abs/1712.09665)β61Updated 5 years ago
- β63Updated 3 years ago
- Official Tensorflow implementation for "Improving Adversarial Transferability via Neuron Attribution-based Attacks" (CVPR 2022)β34Updated 2 years ago
- A pytorch implementation of "Towards Evaluating the Robustness of Neural Networks"β56Updated 5 years ago
- β30Updated 3 years ago
- This repository contains the implementation of three adversarial example attack methods FGSM, IFGSM, MI-FGSM and one Distillation as defeβ¦β126Updated 4 years ago
- a pytorch version of AdvGAN for cifar10 datasetβ10Updated 5 years ago
- Poison Frogs! Targeted Clean-Label Poisoning Attacks on Neural Networksβ17Updated 5 years ago
- The code of our AAAI 2021 paper "Detecting Adversarial Examples from Sensitivity Inconsistency of Spatial-transform Domain"β15Updated 3 years ago
- Paper list of Adversarial Examplesβ46Updated last year
- Convert tensorflow model to pytorch model via [MMdnn](https://github.com/microsoft/MMdnn) for adversarial attacks.β84Updated 2 years ago
- Code for "Adversarial Camouflage: Hiding Physical World Attacks with Natural Styles" (CVPR 2020)β90Updated 2 years ago
- Adversarial Robustness, White-box, Adversarial Attackβ50Updated 2 years ago
- β51Updated 3 years ago
- β22Updated 2 years ago
- code for "Feature Importance-aware Transferable Adversarial Attacks"β82Updated 2 years ago
- Paper sharing in adversary related worksβ45Updated last month
- Revisiting Transferable Adversarial Images (arXiv)β121Updated 3 weeks ago
- Stochastic Variance Reduced Ensemble Adversarial Attack for Boosting the Adversarial Transferabilityβ24Updated 2 years ago
- Code for LAS-AT: Adversarial Training with Learnable Attack Strategy (CVPR2022)β118Updated 3 years ago
- Tensorflow implementation of Generating Adversarial Examples with Adversarial Networksβ42Updated 6 years ago
- This repository contains the PyTorch implementation of Zeroth Order Optimization Based Adversarial Black Box Attack (https://arxiv.org/abβ¦β41Updated 2 years ago