jiaruncao / adversial_example_defenseLinks
对抗性样本攻击与防御
☆204Updated 6 years ago
Alternatives and similar repositories for adversial_example_defense
Users that are interested in adversial_example_defense are comparing it to the libraries listed below
Sorting:
- 对抗样本(Adversarial Examples)和投毒攻击(Poisoning Attacks)相关资料☆117Updated 6 years ago
- 对抗样本☆267Updated 2 years ago
- ☆79Updated 5 years ago
- A list of awesome resources for adversarial attack and defense method in deep learning☆134Updated 2 years ago
- A non-targeted adversarial attack method, which won the first place in NIPS 2017 non-targeted adversarial attacks competition☆251Updated 5 years ago
- a Pytorch implementation of the paper "Generating Adversarial Examples with Adversarial Networks" (advGAN).☆271Updated 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
- Improving Transferability of Adversarial Examples with Input Diversity☆164Updated 6 years ago
- 对抗样本基础☆7Updated 3 years ago
- 机器学习安全相关论文、代码☆41Updated 5 years ago
- Simple pytorch implementation of FGSM and I-FGSM☆289Updated 7 years ago
- Tensorflow implementation of Generating Adversarial Examples with Adversarial Networks☆43Updated 6 years ago
- The code for ComDefend: An Efficient Image Compression Model to Defend Adversarial Examples (CVPR2019)☆114Updated 2 years ago
- An adversarial attack on object detectors☆151Updated 3 years ago
- A targeted adversarial attack method, which won the NIPS 2017 targeted adversarial attacks competition☆133Updated 7 years ago
- Mitigating Adversarial Effects Through Randomization☆120Updated 7 years ago
- This is the reading list mainly on adversarial examples (attacks, defenses, etc.) I try to keep and update regularly.☆227Updated 5 years ago
- A pytorch implementation of "Explaining and harnessing adversarial examples"☆67Updated 5 years ago
- Defense-GAN: Protecting Classifiers Against Adversarial Attacks Using Generative Models (published in ICLR2018)☆242Updated 5 years ago
- Adversarial Attacks and Defenses of Image Classifiers, NIPS 2017 competition track☆45Updated 7 years ago
- 面向目标检测的对抗样本攻击☆22Updated 4 years ago
- Implementation of Papers on Adversarial Examples☆397Updated 2 years ago
- The translation-invariant adversarial attack method to improve the transferability of adversarial examples.☆141Updated last year
- ZOO: Zeroth Order Optimization based Black-box Attacks to Deep Neural Networks☆169Updated 3 years ago
- Performing C&W attack on Recurrent Neural Network☆12Updated 6 years ago
- Code for "Adversarial Camouflage: Hiding Physical World Attacks with Natural Styles" (CVPR 2020)☆92Updated 2 years ago
- No.2 solution of Tianchi ImageNet Adversarial Attack Challenge.☆42Updated last year
- A Implementation of IJCAI-19(Transferable Adversarial Attacks for Image and Video Object Detection)☆91Updated 6 years ago
- Benchmarking and Visualization Tool for Adversarial Machine Learning☆187Updated 2 years ago
- Code to reproduce the attacks and defenses for the entries "JeromeR" in the NIPS 2018 Adversarial Vision Challenge☆19Updated 6 years ago