Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
---|---|---|---|---|---|---|---|---|---|---|
One Pixel Attack Keras | 1,078 | 3 years ago | 4 | mit | Jupyter Notebook | |||||
Keras implementation of "One pixel attack for fooling deep neural networks" using differential evolution on Cifar10 and ImageNet | ||||||||||
Deeprobust | 904 | 1 | 4 months ago | 13 | November 13, 2023 | 44 | mit | Python | ||
A pytorch adversarial library for attack and defense methods on images and graphs | ||||||||||
Backdoor Learning Resources | 888 | 5 months ago | mit | |||||||
A list of backdoor learning resources | ||||||||||
Graph Adversarial Learning Literature | 772 | 3 months ago | ||||||||
A curated list of adversarial attacks and defenses papers on graph-structured data. | ||||||||||
Awesome Cybersecurity Datasets | 765 | a year ago | 8 | |||||||
A curated list of amazingly awesome Cybersecurity datasets | ||||||||||
Awesome Ml Privacy Attacks | 488 | 3 months ago | ||||||||
An awesome list of papers on privacy attacks against machine learning | ||||||||||
Awesome Graph Attack Papers | 315 | 9 months ago | 1 | cc0-1.0 | ||||||
Adversarial attacks and defenses on Graph Neural Networks. | ||||||||||
Trojanzoo | 260 | 2 months ago | 18 | November 10, 2023 | 14 | gpl-3.0 | Python | |||
TrojanZoo provides a universal pytorch platform to conduct security researches (especially backdoor attacks/defenses) of image classification in deep learning. | ||||||||||
Adversarial Explainable Ai | 235 | 5 months ago | 6 | cc-by-sa-4.0 | ||||||
💡 Adversarial attacks on explanations and how to defend them | ||||||||||
Pro Gnn | 213 | a year ago | 7 | Python | ||||||
Implementation of the KDD 2020 paper "Graph Structure Learning for Robust Graph Neural Networks" |