Residue-based Label Protection Mechanisms in Vertical Logistic
Regression

Residue-based Label Protection Mechanisms in Vertical Logistic Regression

9 May 2022

Juntao Tan

Yang Liu

Anran Li

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Papers citing "Residue-based Label Protection Mechanisms in Vertical Logistic Regression"

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Title
Multimodal Federated Learning: A Survey through the Lens of Different FL Paradigms Yuanzhe Peng Jieming Bian Lei Wang Yin Huang Jie Xu 26 0 0 27 May 2025
Hyperparameter Optimization for SecureBoost via Constrained Multi-Objective Federated Learning Yan Kang Ziyao Ren Lixin Fan Linghua Yang Yongxin Tong Qiang Yang FedML 71 0 0 06 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 153 9 0 06 Feb 2024
SecureBoost Hyperparameter Tuning via Multi-Objective Federated Learning Ziyao Ren Yan Kang Lixin Fan Linghua Yang Yongxin Tong Qiang Yang FedML 111 3 0 20 Jul 2023
Eliminating Label Leakage in Tree-Based Vertical Federated Learning Hideaki Takahashi Qingbin Liu Yang Liu AAML FedML 87 5 0 19 Jul 2023
FedSDG-FS: Efficient and Secure Feature Selection for Vertical Federated Learning Anran Li Hongyi Peng Lan Zhang Jiahui Huang Qing Guo Han Yu Yang Liu FedML 184 30 0 21 Feb 2023
Vertical Federated Learning: Concepts, Advances and Challenges Yang Liu Yan Kang Tianyuan Zou Yanhong Pu Yuanqin He Xiaozhou Ye Ye Ouyang Yaqin Zhang Qian Yang FedML 192 177 0 23 Nov 2022
A Framework for Evaluating Privacy-Utility Trade-off in Vertical Federated Learning Yan Kang Jiahuan Luo Yuanqin He Xiaojin Zhang Lixin Fan Qiang Yang FedML 86 14 0 08 Sep 2022