Membership Inference

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

On Security and Sparsity of Linear Classifiers for Adversarial Settings

Authors: Ambra Demontis, Paolo Russu, Battista Biggio, Giorgio Fumera, Fabio Roli | Published: 2017-08-31
Membership Inference
Robustness Analysis
Attack Method
2017.08.31 2025.05.28
Literature Database