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976

5.6k

other

221

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.

Created 2012-05-28

22,514 commits to master branch, last one a day ago

differential-privacy-library IBM

199

837

mit

33

Diffprivlib: The IBM Differential Privacy Library

python data-privacy machine-learning differential-privacy

Created 2019-06-18

579 commits to main branch, last one 4 days ago

awesome-machine-unlearning tamlhp

54

755

mit

14

Awesome Machine Unlearning (A Survey of Machine Unlearning)

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

Created 2022-07-07

209 commits to main branch, last one 3 months ago

OpenHuFu BUAA-BDA

291

727

apache-2.0

5

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

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

Created 2021-07-29

224 commits to main branch, last one about a month ago

awesome-federated-learning weimingwill

96

673

mit

25

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

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

Created 2019-11-10

86 commits to master branch, last one 2 months ago

ml_privacy_meter privacytrustlab

103

615

mit

19

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

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

Created 2020-04-08

510 commits to master branch, last one about a month ago

fides ethyca

74

380

apache-2.0

24

The Privacy Engineering & Compliance Framework

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

Created 2021-02-04

2,757 commits to main branch, last one 21 hours ago

SDK-Privacy-Report Privado-Inc

41

366

mit

18

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

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

Created 2021-11-28

90 commits to main branch, last one 2 years ago

EasyFL weimingwill

50

297

apache-2.0

2

An easy-to-use federated learning platform

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

Created 2022-04-09

15 commits to master branch, last one about a year ago

hid-node hypersign-protocol

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226

apache-2.0

6

A permissionless blockchain network to manage digital identity and access rights

did ssi blockchain data-privacy

Created 2022-01-20

540 commits to main branch, last one 2 months ago

tempel taoensso

2

127

epl-1.0

8

Data security framework for Clojure

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

Created 2023-03-16

38 commits to master branch, last one 5 months ago

Unlearn-Saliency OPTML-Group

18

107

mit

0

[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, Denn...

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

Created 2023-10-12

49 commits to master branch, last one about a month ago

awesome-data-privacy yilmaztolga

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89

unknown

4

A curated list of data privacy and security resources

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

Created 2018-09-11

25 commits to master branch, last one 3 years ago

Aweome-Heathcare-Federated-Learning monk1337

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85

unknown

3

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

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

Created 2020-12-16

24 commits to main branch, last one about a year ago

statify pluginkollektiv

24

78

gpl-3.0

19

Statify – statistics plugin for WordPress

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

Created 2015-04-15

437 commits to develop branch, last one about a month ago

Generator-of-Seed-Phrases- dfntlynotjorn

0

72

unknown

1

This repository has no description...

Created 2024-09-08

2 commits to main branch, last one 3 months ago

pure-LDP Samuel-Maddock

12

72

unknown

2

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

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

Created 2020-06-02

143 commits to master branch, last one about a year ago

data-privacy-for-data-scientists kiprotect

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69

mit

8

A workshop on data privacy methods for data scientists.

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

Created 2018-07-18

22 commits to master branch, last one 6 years ago

Unlearn-Sparse OPTML-Group

7

65

mit

2

[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

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

Created 2023-02-03

105 commits to public branch, last one 9 months ago

nightfall_dlp_action nightfallai

13

58

mit

8

GitHub Data Loss Prevention (DLP) Action: Scan Pull Requests for sensitive data, like credentials & secrets, PII, credit card numbers, and more.

devsecops nightfall code-scanner data-privacy data-security github-action data-protection secrets-detection data-loss-prevention

Created 2020-07-15

37 commits to master branch, last one about a year ago

neuralyzer edyan

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50

gpl-2.0

9

Neuralyzer is a library and a command line tool to anonymize databases (by updating existing data or populating a table with fake data)

dgpr rgpd database anonymize data-privacy private-life anonymisation anonymization data-generator data-generation

Created 2016-01-05

269 commits to master branch, last one 3 years ago

Unlearning_LLM yaojin17

2

49

mit

3

[ACL 2024] Code and data for "Machine Unlearning of Pre-trained Large Language Models"

llm unlearning data-privacy llm-unlearning machine-unlearning copyright-protection

Created 2024-02-26

11 commits to main branch, last one 7 months ago

PyRedactKit brootware

8

43

gpl-3.0

2

Python CLI tool to redact and un-redact sensitive data from text files. 🔐📝

python redact redactor redaction log-redact data-privacy cybersecurity data-security data-redaction security-tools log-file-scrubbing data-loss-prevention

Created 2022-04-12

365 commits to main branch, last one about a year ago