data-privacy topic

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

BUAA-BDA

Implementation of local differential privacy mechanisms in Python language.

hharcolezi

🌹 Thorn is an open-source, data privacy vault to store and manage PII in a fully compliant manner.

subrose

[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

OPTML-Group

Collection of tools and resources for managing the statistical disclosure control of trained machine learning models

AI-SDC

🎓🔒 Creating, Analyzing and Testing Differential Privacy Protocols, aiming in Data Protection and Anonymization.

nikosgalanis

Tools for the Semi-Automatic Checking of Research Outputs. These are tools for researchers to use as drop-in replacements for common analysis commands.

AI-SDC

dfntlynotjorn

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

yaojin17

Source code for LDPTrace: Locally Differentially Private Trajectory Synthesis. VLDB 2023.

zealscott