Pets Bootcamp Alternatives

A collection of demos and utilities prepared ahead of the Vector Institute Privacy Enhancing Techniques (PETs) Bootcamp.
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Alternatives To VectorInstitute/PETs-Bootcamp
Project Name Stars Downloads Repos Using This Packages Using This Most Recent Commit Total Releases Latest Release Open Issues License Language
Trusted-AI/adversarial-robustness-toolbox 4,273 0 9 about 2 years 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
tensorflow/privacy 1,830 1 13 over 2 years ago 30 October 11, 2023 113 apache-2.0 Python
Library for training machine learning models with privacy for training data
pytorch/opacus 1,535 0 17 over 2 years ago 20 May 06, 2022 68 apache-2.0 Jupyter Notebook
Training PyTorch models with differential privacy
chaoyanghe/Awesome-Federated-Learning 1,481 0 0 over 3 years ago 0 3
FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai
capitalone/DataProfiler 1,310 0 3 about 2 years ago 53 November 14, 2023 56 apache-2.0 Python
What's in your data? Extract schema, statistics and entities from datasets
tf-encrypted/tf-encrypted 1,161 8 1 over 2 years ago 41 November 16, 2022 142 apache-2.0 Python
A Framework for Encrypted Machine Learning in TensorFlow
youngfish42/Awesome-FL 1,103 0 0 over 2 years ago 0 0 cc-by-sa-4.0 Python
Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)
EthicalML/awesome-artificial-intelligence-guidelines 1,083 0 0 over 2 years ago 0 0 mit
This repository aims to map the ecosystem of artificial intelligence guidelines, principles, codes of ethics, standards, regulation and beyond.
J535D165/recordlinkage 808 9 3 over 2 years ago 23 July 20, 2023 57 bsd-3-clause Python
A powerful and modular toolkit for record linkage and duplicate detection in Python
IBM/differential-privacy-library 753 0 9 about 2 years ago 14 May 13, 2022 5 mit Python
Diffprivlib: The IBM Differential Privacy Library
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