jiaruncao / adversial_example_defense
对抗性样本攻击与防御
☆202Updated 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
- A list of awesome resources for adversarial attack and defense method in deep learning☆133Updated 2 years ago
- 对抗样本(Adversarial Examples)和投毒攻击(Poisoning Attacks)相关资料☆116Updated 5 years ago
- 对抗样本☆267Updated 2 years ago
- A non-targeted adversarial attack method, which won the first place in NIPS 2017 non-targeted adversarial attacks competition☆249Updated 5 years ago
- Implementation of the Boundary Attack algorithm as described in Brendel, Wieland, Jonas Rauber, and Matthias Bethge. "Decision-Based Adve…☆95Updated 4 years ago
- 机器学习安全相关论文、代码☆41Updated 5 years ago
- a Pytorch implementation of the paper "Generating Adversarial Examples with Adversarial Networks" (advGAN).☆268Updated 4 years ago
- A targeted adversarial attack method, which won the NIPS 2017 targeted adversarial attacks competition☆132Updated 6 years ago
- Simple pytorch implementation of FGSM and I-FGSM☆287Updated 7 years ago
- An adversarial attack on object detectors☆149Updated 3 years ago
- Improving Transferability of Adversarial Examples with Input Diversity☆163Updated 5 years ago
- PyTorch library for adversarial attack and training☆145Updated 6 years ago
- Short Summaries for papers in Adversarial Attacks and Defenses. Linked to a related blog post:☆28Updated 5 years ago
- Code for "Adversarial Camouflage: Hiding Physical World Attacks with Natural Styles" (CVPR 2020)☆91Updated 2 years ago
- Adversarial Attacks and Defenses of Image Classifiers, NIPS 2017 competition track☆45Updated 7 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
- A novel data-free model stealing method based on GAN☆127Updated 2 years ago
- Implemention of Fast Gradient Sign Method for generating adversarial examples in Keras☆46Updated 6 years ago
- ☆79Updated 5 years ago
- Patch-wise iterative attack (accepted by ECCV 2020) to improve the transferability of adversarial examples.☆90Updated 3 years ago
- AdvAttacks; adversarial examples; FGSM;JSMA;CW;single pixel attack; local search attack;deepfool☆57Updated 5 years ago
- The winning submission for NIPS 2017: Defense Against Adversarial Attack of team TSAIL☆235Updated 7 years ago
- This repository contains the implementation of three adversarial example attack methods FGSM, IFGSM, MI-FGSM and one Distillation as defe…☆126Updated 4 years ago
- DEEPSEC: A Uniform Platform for Security Analysis of Deep Learning Model☆215Updated 5 years ago
- 对抗样本基础☆7Updated 3 years ago
- Public release of code for Robust Physical-World Attacks on Deep Learning Visual Classification (Eykholt et al., CVPR 2018)☆107Updated 4 years ago
- Mitigating Adversarial Effects Through Randomization☆121Updated 7 years ago
- The code for ComDefend: An Efficient Image Compression Model to Defend Adversarial Examples (CVPR2019)☆113Updated 2 years ago
- ZOO: Zeroth Order Optimization based Black-box Attacks to Deep Neural Networks☆169Updated 3 years ago
- Tensorflow implementation of Generating Adversarial Examples with Adversarial Networks☆42Updated 6 years ago