data-privacy

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Countly /countly-server

Star5.7k

Countly is a product analytics platform that helps teams track, analyze and act-on their user actions and behaviour on mobile, web and desktop applications.

tracking data dashboard analytics web-analytics mobile-analytics push-notifications crash-reports insights feature-flags user-feedback hipaa data-privacy product-management gdpr coppa product-analytics data-ownership crash-analytics remote-configuration

UpdatedMar 25, 2025
JavaScript

IBM /differential-privacy-library

Star854

Diffprivlib: The IBM Differential Privacy Library

python machine-learning data-privacy differential-privacy

UpdatedMar 19, 2025
Python

tamlhp /awesome-machine-unlearning

Star810

Awesome Machine Unlearning (A Survey of Machine Unlearning)

data-privacy gdpr right-to-be-forgotten machine-unlearning continual-learning forgetting data-deletion unlearning membership-inference data-removal model-certification federated-unlearning recommendation-unlearning few-shot-unlearning unlearning-verification feature-injection deep-unlearning llm-unlearning

UpdatedFeb 28, 2025
Jupyter Notebook

BUAA-BDA /OpenHuFu

Star727

OpenHuFu is an open-sourced data federation system to support collaborative queries over multi databases with security guarantee.

transportation mpc spatial-analysis data-privacy data-sharing spatial-data-analysis secure-computation differential-privacy spatial-queries swarm-intelligence data-security privacy-preserving multiparty-computation federated-learning data-federation

UpdatedOct 25, 2024
Java

weimingwill /awesome-federated-learning

Star685

All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc.

machine-learning privacy data-privacy distributed-optimization meta-learning federated-learning federated-optimization differential-privacy-deep-learning federated-learning-framework non-iid decentralized-federated-learning communication-efficiency statistical-heterogeneity

UpdatedOct 21, 2024
Shell

privacytrustlab /ml_privacy_meter

Star630

Privacy Meter: An open-source library to audit data privacy in statistical and machine learning algorithms.

machine-learning privacy inference data-privacy gdpr data-protection explainable-ai information-leakage membership-inference-attack data-protection-impact-assessment privacy-audit

UpdatedDec 24, 2024
Python

ethyca /fides

Star392

The Privacy Engineering & Compliance Framework

python data developer-tools data-privacy hacktoberfest gdpr data-privacy-compliance privacy-as-code

UpdatedMar 25, 2025
Python

Privado-Inc /SDK-Privacy-Report

Star369

Privacy details of SDKs for Apple Privacy Nutrition & Google Safety Section disclosure.

privacy android-application ios-app data-privacy privacy-policy privacy-enhancing-technologies privacy-protection privacy-tools

UpdatedJun 28, 2022

weimingwill /EasyFL

Star298

An easy-to-use federated learning platform

machine-learning computer-vision deep-learning data-privacy federated-learning

UpdatedAug 23, 2023
Python

hypersign-protocol /hid-node

Star225

A permissionless blockchain network to manage digital identity and access rights

blockchain ssi data-privacy did

UpdatedOct 3, 2024
Go

taoensso /tempel

Star131

Data security framework for Clojure

clojure cryptography encryption authentication data-privacy epl e2ee taoensso end-to-end-encryption

UpdatedFeb 20, 2025
Clojure

[ICLR24 (Spotlight)] "SalUn: Empowering Machine Unlearning via Gradient-based Weight Saliency in Both Image Classification and Generation" by Chongyu Fan*, Jiancheng Liu*, Yihua Zhang, Eric Wong, Dennis Wei, Sijia Liu

generative-model data-privacy diffusion machine-unlearning forgetting diffusion-models data-deletion membership-inference-attack unlearning membership-inference data-removal

UpdatedNov 4, 2024
Python

yilmaztolga /awesome-data-privacy

Star94

A curated list of data privacy and security resources

security awesome privacy data-privacy gdpr personally-identifiable-information

UpdatedAug 17, 2022

monk1337 /Aweome-Heathcare-Federated-Learning

Star92

A curated list of Federated Learning papers/articles and recent advancements.

machine-learning deep-learning awesome-list data-privacy healthcare-datasets life-science-data artifical-intelligense distributed-machine-learning federated-learning machine-learning-healthcare awesome-machine-learning medical-data-pipeline vertical-federated-learning healthcare-data blockchain-medical-applications healthcare-imaging non-iid machine-learning-privacy deep-learning-healthcare healthcare-federated-learning

UpdatedFeb 19, 2023

pluginkollektiv /statify

Star79

Statify – statistics plugin for WordPress

wordpress wordpress-plugin statistics dashboard-widget wp-plugin data-privacy web-statistics hacktoberfest

UpdatedNov 11, 2024
PHP

Samuel-Maddock /pure-LDP

Star74

Python package for simple implementations of state-of-the-art LDP frequency estimation algorithms. Contains code for our VLDB 2021 Paper.

apple google ldp data-privacy differential-privacy rappor local-differential-privacy

UpdatedSep 7, 2023
Python

kiprotect /data-privacy-for-data-scientists

Star70

A workshop on data privacy methods for data scientists.

education data-science tutorial jupyter-notebooks data-privacy anonymization

UpdatedAug 23, 2022
Jupyter Notebook

OPTML-Group /Unlearn-Sparse

Star68

[NeurIPS23 (Spotlight)] "Model Sparsity Can Simplify Machine Unlearning" by Jinghan Jia*, Jiancheng Liu*, Parikshit Ram, Yuguang Yao, Gaowen Liu, Yang Liu, Pranay Sharma, Sijia Liu

data-privacy machine-unlearning forgetting data-deletion membership-inference-attack unlearning membership-inference data-removal