Membership Disclosure Risk

Privacy Analysis of Deep Learning in the Wild: Membership Inference Attacks against Transfer Learning

Authors: Yang Zou, Zhikun Zhang, Michael Backes, Yang Zhang | Published: 2020-09-10
Membership Inference
Membership Disclosure Risk
Deep Transfer Learning

Local and Central Differential Privacy for Robustness and Privacy in Federated Learning

Authors: Mohammad Naseri, Jamie Hayes, Emiliano De Cristofaro | Published: 2020-09-08 | Updated: 2022-05-27
Backdoor Attack
Poisoning
Membership Disclosure Risk