Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
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Adversarial Robustness Toolbox | 4,420 | 9 | 10 days ago | 56 | September 22, 2023 | 145 | mit | Python | ||
Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference - Red and Blue Teams | ||||||||||
Pfllib | 935 | 3 months ago | 7 | gpl-2.0 | Python | |||||
Personalized federated learning simulation platform with non-IID and unbalanced dataset | ||||||||||
Ml_privacy_meter | 501 | 4 months ago | 1 | May 13, 2022 | 12 | mit | Jupyter Notebook | |||
Privacy Meter: An open-source library to audit data privacy in statistical and machine learning algorithms. | ||||||||||
Awesome Ml Privacy Attacks | 488 | 3 months ago | ||||||||
An awesome list of papers on privacy attacks against machine learning | ||||||||||
Deep Spying | 173 | 7 years ago | apache-2.0 | Python | ||||||
Spying using Smartwatch and Deep Learning | ||||||||||
Privacyraven | 172 | 10 months ago | 36 | apache-2.0 | Python | |||||
Privacy Testing for Deep Learning | ||||||||||
Robustdg | 160 | 9 months ago | 13 | mit | Python | |||||
Toolkit for building machine learning models that generalize to unseen domains and are robust to privacy and other attacks. | ||||||||||
Evaluatingdpml | 112 | a year ago | 1 | mit | Python | |||||
This project's goal is to evaluate the privacy leakage of differentially private machine learning models. | ||||||||||
Mia | 81 | 2 years ago | 4 | September 23, 2018 | 15 | mit | Python | |||
A library for running membership inference attacks against ML models | ||||||||||
Privpkt | 81 | a year ago | 26 | mit | Python | |||||
Privacy Preserving Collaborative Encrypted Network Traffic Classification (Differential Privacy, Federated Learning, Membership Inference Attack, Encrypted Traffic Classification) |