プライバシー漏洩

Machine Learning Models that Remember Too Much

Authors: Congzheng Song, Thomas Ristenpart, Vitaly Shmatikov | Published: 2017-09-22
プライバシー保護メカニズム
プライバシー漏洩
モデル抽出攻撃

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
プライバシー分析
プライバシー漏洩
メンバーシップ推論