Poisoning Attacks to Local Differential Privacy Protocols for Key-Value
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Poisoning Attacks to Local Differential Privacy Protocols for Key-Value Data

22 November 2021

Neil Zhenqiang Gong

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Papers citing "Poisoning Attacks to Local Differential Privacy Protocols for Key-Value Data"

16 / 16 papers shown

Title
Mitigating Data Poisoning Attacks to Local Differential Privacy Xiaolin Li Ninghui Li Boyang Wang Wenhai Sun AAML 50 0 0 02 Jun 2025
Fine-grained Manipulation Attacks to Local Differential Privacy Protocols for Data Streams Xinyu Li Xuebin Ren Shusen Yang Liang Shi Chia-Mu Yu AAML 78 0 0 02 May 2025
Augmented Shuffle Protocols for Accurate and Robust Frequency Estimation under Differential Privacy Takao Murakami Yuichi Sei Reo Eriguchi 60 1 0 10 Apr 2025
Poisoning Attacks to Local Differential Privacy Protocols for Trajectory Data I-Jung Hsu Chih-Hsun Lin Chia-Mu Yu Sy-Yen Kuo Chun-ying Huang AAML 76 0 0 06 Mar 2025
Data Poisoning Attacks to Locally Differentially Private Range Query Protocols Ting-Wei Liao Chih-Hsun Lin Yu-Lin Tsai Takao Murakami Chia-Mu Yu Jun Sakuma Chun-ying Huang Hiroaki Kikuchi AAML 89 0 0 05 Mar 2025
Poisoning Prevention in Federated Learning and Differential Privacy via Stateful Proofs of Execution Norrathep Rattanavipanon Ivan de Oliviera Nunes 160 0 0 28 Jan 2025
On the Robustness of LDP Protocols for Numerical Attributes under Data Poisoning Attacks Xiaoguang Li Zitao Li Ninghui Li Wenhai Sun AAML 134 4 0 28 Jan 2025
When Focus Enhances Utility: Target Range LDP Frequency Estimation and Unknown Item Discovery Wanrong Zhang Bo Jiang Donghang Lu Jian Du Qiang Yan 60 0 0 23 Dec 2024
Data Poisoning Attacks to Locally Differentially Private Frequent Itemset Mining Protocols Wei Tong Haoyu Chen Jiacheng Niu Sheng Zhong AAML 76 4 0 27 Jun 2024
A Survey on Federated Analytics: Taxonomy, Enabling Techniques, Applications and Open Issues Zibo Wang Haichao Ji Yifei Zhu Dan Wang Zhu Han 114 1 0 19 Apr 2024
LDPRecover: Recovering Frequencies from Poisoning Attacks against Local Differential Privacy Xinyue Sun Qingqing Ye Haibo Hu Jiawei Duan Tianyu Wo Jie Xu Renyu Yang AAML 61 6 0 14 Mar 2024
Differential Aggregation against General Colluding Attackers Rong Du Qingqing Ye Yue Fu Haibo Hu Jin Li Chengfang Fang Jie Shi AAML 66 11 0 18 Feb 2023
Robustness of Locally Differentially Private Graph Analysis Against Poisoning Jacob Imola A. Chowdhury Kamalika Chaudhuri AAML 60 6 0 25 Oct 2022
On the Risks of Collecting Multidimensional Data Under Local Differential Privacy Héber H. Arcolezi Sébastien Gambs Jean-François Couchot C. Palamidessi 69 12 0 04 Sep 2022
Fine-grained Poisoning Attack to Local Differential Privacy Protocols for Mean and Variance Estimation Xiaoguang Li Ninghui Li Wenhai Sun Neil Zhenqiang Gong Hui Li AAML 103 19 0 24 May 2022
PoisonedEncoder: Poisoning the Unlabeled Pre-training Data in Contrastive Learning Hongbin Liu Jinyuan Jia Neil Zhenqiang Gong 67 36 0 13 May 2022