Attack & Defend
A Python toolbox to create adversarial examples that fool neural networks in PyTorch, TensorFlow, and JAX
A Toolbox for Adversarial Robustness Research
A pytorch adversarial library for attack and defense methods on images and graphs
Attack and defend active directory using modern post exploitation adversary tradecraft activity
An adversarial example library for constructing attacks, building defenses, and benchmarking both
安全AI挑战者计划第一期-人脸识别对抗正式赛第四名 Safety AI Challenger Program Phase 1 - Face Recognition Adversarial Example the 4th Place
a Pytorch implementation of the paper "Generating Adversarial Examples with Adversarial Networks" (advGAN).
Black-Box Adversarial Attack on Public Face Recognition Systems
百度AI安全对抗赛第一名团队示例代码，基于官方给出的PGD修改，主要内容为L2-PGD+EOT。
A pytorch implementation of "Towards Deep Learning Models Resistant to Adversarial Attacks"
Patch adversarial attack; object detection; CIKM2020 安全AI挑战者计划第四期：通用目标检测的对抗攻击
ImageNet上的一个简单的目标攻击代码，天池AI安全挑战赛第二期第四名（https://tianchi.aliyun.com/competition/entrance/231761/information）
Attack classification models with transferability, black-box attack; unrestricted adversarial attacks on imagenet, CVPR2021 安全AI挑战者计划第六期：ImageNet无限制对抗攻击 决赛第四名（team name: Advers）
The implementation of AttackAI in Ali Tianchi Security Competition Phase One.
Our Team (green hand) 6th Solution for CVPR-2021 AIC-VI: Unrestricted Adversarial Attacks on ImageNet
Keras implementation of "One pixel attack for fooling deep neural networks" using differential evolution on Cifar10 and ImageNet
Implementation of gradient-based adversarial attack(FGSM,MI-FGSM,PGD)
A targeted adversarial attack method, which won the NIPS 2017 targeted adversarial attacks competition
Submission to Kaggle NIPS'17 competition on adversarial examples (non-targeted adversarial attack track)
Targeted black-box adversarial attack using Bayesian Optimization
Applying AdvGAN for attacking face-recognition model & exploring advantages of WGAN objective.
AdvHat: Real-world adversarial attack on ArcFace Face ID system
Adversarial Robustness, White-box, Adversarial Attack