FLASHE: Additively Symmetric Homomorphic Encryption for Cross-Silo
Federated Learning

FLASHE: Additively Symmetric Homomorphic Encryption for Cross-Silo Federated Learning

2 September 2021

Yang Liu

Papers citing "FLASHE: Additively Symmetric Homomorphic Encryption for Cross-Silo Federated Learning"

14 / 14 papers shown

Title
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 34 2 0 09 Jul 2024
PackVFL: Efficient HE Packing for Vertical Federated Learning Liu Yang Shuowei Cai Di Chai Junxue Zhang Han Tian Yilun Jin Kun Guo Kai Chen Qiang Yang FedML 22 1 0 01 May 2024
Federated learning with differential privacy and an untrusted aggregator Kunlong Liu Trinabh Gupta 37 0 0 17 Dec 2023
Federated Learning is Better with Non-Homomorphic Encryption Konstantin Burlachenko Abdulmajeed Alrowithi Fahad Ali Albalawi Peter Richtárik FedML 32 6 0 04 Dec 2023
Cross-Silo Federated Learning Across Divergent Domains with Iterative Parameter Alignment Matt Gorbett Hossein Shirazi Indrakshi Ray FedML 23 2 0 08 Nov 2023
Privacy and Fairness in Federated Learning: on the Perspective of Trade-off Huiqiang Chen Tianqing Zhu Tao Zhang Wanlei Zhou Philip S. Yu FedML 29 43 0 25 Jun 2023
Fairness and Privacy-Preserving in Federated Learning: A Survey Taki Hasan Rafi Faiza Anan Noor Tahmid Hussain Dong-Kyu Chae FedML 35 39 0 14 Jun 2023
A Survey on Vertical Federated Learning: From a Layered Perspective Liu Yang Di Chai Junxue Zhang Yilun Jin Leye Wang Hao Liu Han Tian Qian Xu Kai Chen FedML 32 27 0 04 Apr 2023
FedML-HE: An Efficient Homomorphic-Encryption-Based Privacy-Preserving Federated Learning System Weizhao Jin Yuhang Yao Shanshan Han Jiajun Gu Carlee Joe-Wong Srivatsan Ravi A. Avestimehr Chaoyang He FedML 11 49 0 20 Mar 2023
Secure Shapley Value for Cross-Silo Federated Learning (Technical Report) Shuyuan Zheng Yang Cao Masatoshi Yoshikawa FedML 63 24 0 11 Sep 2022
ReFRS: Resource-efficient Federated Recommender System for Dynamic and Diversified User Preferences Mubashir Imran Hongzhi Yin Tong Chen Nguyen Quoc Viet Hung Alexander Zhou Kai Zheng 27 69 0 28 Jul 2022
Privacy-Preserving Aggregation in Federated Learning: A Survey Ziyao Liu Jiale Guo Wenzhuo Yang Jiani Fan Kwok-Yan Lam Jun Zhao FedML 26 87 0 31 Mar 2022
Social Welfare Maximization in Cross-Silo Federated Learning Jianan Chen Qin Hu Honglu Jiang FedML 34 8 0 18 Feb 2022
Alliance Makes Difference? Maximizing Social Welfare in Cross-Silo Federated Learning Jianan Chen Qin Hu Honglu Jiang FedML 23 1 0 16 Feb 2022