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machine-learning-privacy

Here are 7 public repositories matching this topic...

monk1337 /Aweome-Heathcare-Federated-Learning

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

MinChen00 /Graph-Unlearning

Official implementation of "Graph Unlearning" (ACM CCS 2022)

gdpr machine-unlearning machine-learning-privacy

UpdatedMar 10, 2023
Python

trustworthy-machine-learning /trustworthy-machine-learning.github.io

A School for All Seasons on Trustworthy Machine Learning

privacy robustness machine-learning-attack model-explanation algorithmic-fairness algorithmic-transparency trustworthy-machine-learning machine-learning-privacy

UpdatedJun 30, 2021

MinChen00 /Face-Auditor

Official implementation of "FACE-AUDITOR: Data Auditing in Facial Recognition Systems" (USENIX Security 2023)

facial-recognition machine-learning-privacy user-level-membership

UpdatedMay 3, 2023
Python

horanshi /LDC-MIA

The source code of the paper "Learning-Based Difficulty Calibration for Enhanced Membership Inference Attacks", in IEEE European Symposium on Security and Privacy (EuroS&P 2024)

machine-learning membership-inference-attack machine-learning-privacy

UpdatedMay 14, 2024
Python

splithor1zon /SmartwatchAppPrivacyPolicyReview

There are many popular fitness tracking apps on the market, usually joined with the purchase of their respective hardware (wearable band, smartwatch). The dark side of these apps and wearable devices is about information privacy, as society considers medical and biometric data highly sensitive.

review machine-learning privacy mobile-app fitness smartwatch fitness-app privacy-policy data-protection fitness-tracker biometric-data machine-learning-privacy

UpdatedOct 18, 2024

distribution_inference

iamgroot42 /distribution_inference

Code for our paper 'Formalizing Distribution Inference Risks'

machine-learning-privacy property-inference

UpdatedJul 20, 2021
Python

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