2 code implementations • 19 May 2021 • Aidmar Wainakh, Fabrizio Ventola, Till Müßig, Jens Keim, Carlos Garcia Cordero, Ephraim Zimmer, Tim Grube, Kristian Kersting, Max Mühlhäuser
Specifically, we investigate Label Leakage from Gradients (LLG), a novel attack to extract the labels of the users' training data from their shared gradients.
no code implementations • 23 Apr 2020 • Aidmar Wainakh, Alejandro Sanchez Guinea, Tim Grube, Max Mühlhäuser
Federated learning suffers from several privacy-related issues that expose the participants to various threats.
Cryptography and Security