An advanced data fabric architecture leveraging homomorphic encryption and federated learning

15 February 2024

Papers citing "An advanced data fabric architecture leveraging homomorphic encryption and federated learning"

5 / 5 papers shown

Title
FLSSM: A Federated Learning Storage Security Model with Homomorphic Encryption Yang Li Chunhe Xia Chang Li Xiaochen Li Tianfu Wang FedML 34 0 0 15 Apr 2025
Federated Learning in Chemical Engineering: A Tutorial on a Framework for Privacy-Preserving Collaboration Across Distributed Data Sources Siddhant Dutta Iago Leal de Freitas Pedro Maciel Xavier Claudio Miceli de Farias David E. Bernal Neira AI4CE FedML 179 0 0 23 Nov 2024
Federated Learning with Quantum Computing and Fully Homomorphic Encryption: A Novel Computing Paradigm Shift in Privacy-Preserving ML Siddhant Dutta Pavana P Karanth Pedro Maciel Xavier Iago Leal de Freitas Nouhaila Innan Sadok Ben Yahia Muhammad Shafique David E. Bernal Neira FedML 120 7 0 14 Sep 2024
Threats and Defenses in Federated Learning Life Cycle: A Comprehensive Survey and Challenges Yanli Li Zhongliang Guo Nan Yang Huaming Chen Dong Yuan Weiping Ding FedML 93 5 0 09 Jul 2024
Advances and Open Challenges in Federated Learning with Foundation Models Chao Ren Han Yu Hongyi Peng Xiaoli Tang Anran Li ... A. Tan Bo Zhao Xiaoxiao Li Zengxiang Li Qiang Yang FedML AIFin AI4CE 150 11 0 23 Apr 2024