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 ProtectionPrivacy Enhancing ProtocolFederated 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 ProtocolDiscussion on Protocol Vulnerabilities and Attack ScenariosPerformance 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 ProtocolDifferential PrivacyFederated Learning 2018.12.07 2025.05.28 Literature Database