FedML-HE: An Efficient Homomorphic-Encryption-Based Privacy-Preserving
Federated Learning System

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FedML-HE: An Efficient Homomorphic-Encryption-Based Privacy-Preserving Federated Learning System

20 March 2023

Weizhao Jin

Carlee Joe-Wong

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Papers citing "FedML-HE: An Efficient Homomorphic-Encryption-Based Privacy-Preserving Federated Learning System"

11 / 11 papers shown

Title
FicGCN: Unveiling the Homomorphic Encryption Efficiency from Irregular Graph Convolutional Networks Zhaoxuan Kan Husheng Han Shangyi Shi Tenghui Hua Hang Lu Xiaowei Li Jianan Mu Xing Hu GNN 126 0 0 12 Jun 2025
Secure Distributed Learning for CAVs: Defending Against Gradient Leakage with Leveled Homomorphic Encryption Muhammad Ali Najjar Ren-Yi Huang Dumindu Samaraweera Prashant Shekhar FedML 21 0 0 09 Jun 2025
TFHE-Coder: Evaluating LLM-agentic Fully Homomorphic Encryption Code Generation Mayank Kumar Jinbao Xue Mengxin Zheng Qian Lou 134 3 0 15 Mar 2025
A Selective Homomorphic Encryption Approach for Faster Privacy-Preserving Federated Learning Abdulkadir Korkmaz Praveen Rao FedML 134 1 0 22 Jan 2025
BlindFL: Segmented Federated Learning with Fully Homomorphic Encryption Evan Gronberg L. dÁliberti Magnus Saebo Aurora Hook FedML 82 0 0 20 Jan 2025
CONTINUUM: Detecting APT Attacks through Spatial-Temporal Graph Neural Networks Atmane Ayoub Mansour Bahar Kamel Soaid Ferrahi Mohamed-Lamine Messai H. Seba Karima Amrouche 80 0 0 08 Jan 2025
Bridging Today and the Future of Humanity: AI Safety in 2024 and Beyond Shanshan Han 167 1 0 09 Oct 2024
FedGraph: A Research Library and Benchmark for Federated Graph Learning Yuhang Yao Yuan Li Xinyi Fan Junhao Li Kay Liu Weizhao Jin Yu Yang Srivatsan Ravi Philip S. Yu Carlee Joe-Wong FedML 196 0 0 08 Oct 2024
P4: Towards private, personalized, and Peer-to-Peer learning Mohammad Maheri S. Siby Sina Abdollahi Anastasia Borovykh Hamed Haddadi 54 0 0 27 May 2024
Federated Learning Priorities Under the European Union Artificial Intelligence Act Herbert Woisetschläger Alexander Erben Bill Marino Shiqiang Wang Nicholas D. Lane R. Mayer Hans-Arno Jacobsen 74 15 0 05 Feb 2024
Adversarial Predictions of Data Distributions Across Federated Internet-of-Things Devices Samir Rajani Dario Dematties Nathaniel Hudson Kyle Chard N. Ferrier R. Sankaran P. Beckman FedML 22 0 0 28 Aug 2023

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