PIVODL: Privacy-preserving vertical federated learning over distributed
labels

PIVODL: Privacy-preserving vertical federated learning over distributed labels

IEEE Transactions on Artificial Intelligence (IEEE TAI), 2021

25 August 2021

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Papers citing "PIVODL: Privacy-preserving vertical federated learning over distributed labels"

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Title
OPUS-VFL: Incentivizing Optimal Privacy-Utility Tradeoffs in Vertical Federated Learning Sindhuja Madabushi A. Khan Haider Ali Jin-Hee Cho FedML VLM 380 0 0 22 Apr 2025
MO-EMT-NAS: Multi-Objective Continuous Transfer of Architectural Knowledge Between Tasks from Different Datasets Peng Liao Xilu Wang Yaochu Jin WenLi Du 176 1 0 18 Jul 2024
Federated and Transfer Learning for Cancer Detection Based on Image Analysis Amine Bechar Y. Elmir Yassine Himeur Rafik Medjoudj Abbes Amira MedIm 257 23 0 30 May 2024
Communication-Efficient Hybrid Federated Learning for E-health with Horizontal and Vertical Data Partitioning Chong Yu Shuaiqi Shen Maroun Touma Kuan Zhang Hai Zhao FedML 190 13 0 15 Apr 2024
A Survey of Privacy Threats and Defense in Vertical Federated Learning: From Model Life Cycle Perspective Lei Yu Meng Han Yiming Li Changting Lin Yao Zhang ... Yan Liu Haiqin Weng Yuseok Jeon Ka-Ho Chow Stacy Patterson FedML 286 9 0 06 Feb 2024
Eliminating Label Leakage in Tree-Based Vertical Federated Learning Hideaki Takahashi Qingbin Liu Yang Liu AAML FedML 246 6 0 19 Jul 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 221 41 0 04 Apr 2023
Vertical Federated Learning: A Structured Literature ReviewKnowledge and Information Systems (KAIS), 2022 Afsana Khan M. T. Thij A. Wilbik FedML 332 21 0 01 Dec 2022
Privacy-Preserving Aggregation in Federated Learning: A SurveyIEEE Transactions on Big Data (TBD), 2022 Ziyao Liu Jiale Guo Wenzhuo Yang Jiani Fan Kwok-Yan Lam Jun Zhao FedML 266 127 0 31 Mar 2022
FederBoost: Private Federated Learning for GBDT Zhihua Tian Rui Zhang Xiaoyang Hou Jian Liu K. Ren Jian Liu Kui Ren FedML AI4CE 452 77 0 05 Nov 2020