Privacy Enhancing Protocol

The FeatureCloud AI Store for Federated Learning in Biomedicine and Beyond

Authors: Julian Matschinske, Julian Späth, Reza Nasirigerdeh, Reihaneh Torkzadehmahani, Anne Hartebrodt, Balázs Orbán, Sándor Fejér, Olga Zolotareva, Mohammad Bakhtiari, Béla Bihari, Marcus Bloice, Nina C Donner, Walid Fdhila, Tobias Frisch, Anne-Christin Hauschild, Dominik Heider, Andreas Holzinger, Walter Hötzendorfer, Jan Hospes, Tim Kacprowski, Markus Kastelitz, Markus List, Rudolf Mayer, Mónika Moga, Heimo Müller, Anastasia Pustozerova, Richard Röttger, Anna Saranti, Harald HHW Schmidt, Christof Tschohl, Nina K Wenke, Jan Baumbach | Published: 2021-05-12
Data Management System
Privacy Enhancing Protocol
Federated Learning
2021.05.12 2025.05.28
Literature Database

Knowledge Federation: A Unified and Hierarchical Privacy-Preserving AI Framework

Authors: Hongyu Li, Dan Meng, Hong Wang, Xiaolin Li | Published: 2020-02-05 | Updated: 2020-05-22
Privacy Protection
Privacy Enhancing Protocol
Federated Learning System
2020.02.05 2025.05.28
Literature Database

ASTRA: High Throughput 3PC over Rings with Application to Secure Prediction

Authors: Harsh Chaudhari, Ashish Choudhury, Arpita Patra, Ajith Suresh | Published: 2019-12-05
Privacy Enhancing Protocol
Discussion on Protocol Vulnerabilities and Attack Scenarios
Performance Evaluation
2019.12.05 2025.05.28
Literature Database

A Hybrid Approach to Privacy-Preserving Federated Learning

Authors: Stacey Truex, Nathalie Baracaldo, Ali Anwar, Thomas Steinke, Heiko Ludwig, Rui Zhang, Yi Zhou | Published: 2018-12-07 | Updated: 2019-08-14
Privacy Enhancing Protocol
Differential Privacy
Federated Learning
2018.12.07 2025.05.28
Literature Database