Privacy Analysis

Differentially Private Federated Learning with Laplacian Smoothing

Authors: Zhicong Liang, Bao Wang, Quanquan Gu, Stanley Osher, Yuan Yao | Published: 2020-05-01 | Updated: 2021-09-10
Privacy Analysis
Privacy Assessment
Federated Learning System
2020.05.01 2025.05.28
Literature Database

Privacy Risk in Machine Learning: Analyzing the Connection to Overfitting

Authors: Samuel Yeom, Irene Giacomelli, Matt Fredrikson, Somesh Jha | Published: 2017-09-05 | Updated: 2018-05-04
Privacy Analysis
Privacy Leakage
Membership Inference
2017.09.05 2025.05.28
Literature Database