Label Inference Attack against Split Learning under Regression Setting

Label Inference Attack against Split Learning under Regression Setting

18 January 2023

Xin Yang

Papers citing "Label Inference Attack against Split Learning under Regression Setting"

9 / 9 papers shown

Title
A Taxonomy of Attacks and Defenses in Split Learning Aqsa Shabbir Halil Ibrahim Kanpak Alptekin Küpçü Sinem Sav 43 0 0 09 May 2025
Adversarial Example Based Fingerprinting for Robust Copyright Protection in Split Learning Zhangting Lin Mingfu Xue Kewei Chen Wei Liu Xiang Gao L. Zhang Jian Wang Yushu Zhang 52 0 0 05 Mar 2025
$S^2$ NeRF: Privacy-preserving Training Framework for NeRF Bokang Zhang Yanglin Zhang Zhikun Zhang Jinglan Yang Lingying Huang Junfeng Wu 51 2 0 03 Sep 2024
Hyperparameter Optimization for SecureBoost via Constrained Multi-Objective Federated Learning Yan Kang Ziyao Ren Lixin Fan Linghua Yang Yongxin Tong Qiang Yang FedML 40 0 0 06 Apr 2024
Defending Label Inference Attacks in Split Learning under Regression Setting Haoze Qiu Fei Zheng Chaochao Chen Xiaolin Zheng FedML AAML 28 2 0 18 Aug 2023
SecureBoost Hyperparameter Tuning via Multi-Objective Federated Learning Ziyao Ren Yan Kang Lixin Fan Linghua Yang Yongxin Tong Qiang Yang FedML 34 3 0 20 Jul 2023
Similarity-based Label Inference Attack against Training and Inference of Split Learning Junlin Liu Xinchen Lyu Qimei Cui Xiaofeng Tao FedML 24 26 0 10 Mar 2022
Label Leakage and Protection in Two-party Split Learning Oscar Li Jiankai Sun Xin Yang Weihao Gao Hongyi Zhang Junyuan Xie Virginia Smith Chong-Jun Wang FedML 124 139 0 17 Feb 2021
Amplification by Shuffling: From Local to Central Differential Privacy via Anonymity Ulfar Erlingsson Vitaly Feldman Ilya Mironov A. Raghunathan Kunal Talwar Abhradeep Thakurta 141 420 0 29 Nov 2018