Calibrate: Frequency Estimation and Heavy Hitter Identification with
Local Differential Privacy via Incorporating Prior Knowledge

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Calibrate: Frequency Estimation and Heavy Hitter Identification with Local Differential Privacy via Incorporating Prior Knowledge

5 December 2018

Neil Zhenqiang Gong

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Papers citing "Calibrate: Frequency Estimation and Heavy Hitter Identification with Local Differential Privacy via Incorporating Prior Knowledge"

12 / 12 papers shown

Title
Local Differentially Private Frequency Estimation based on Learned Sketches Meifan Zhang Sixin Lin Lihua Yin 49 2 0 31 Oct 2022
LDP-FPMiner: FP-Tree Based Frequent Itemset Mining with Local Differential Privacy Zhili Chen Jiali Wang 33 2 0 03 Sep 2022
Privacy Concerns Raised by Pervasive User Data Collection From Cyberspace and Their Countermeasures Yinhao Jiang Ba-Dung Le T. Zia Praveen Gauravaram 39 1 0 09 Feb 2022
Poisoning Attacks to Local Differential Privacy Protocols for Key-Value Data Yongji Wu Xiaoyu Cao Jinyuan Jia Neil Zhenqiang Gong AAML 68 34 0 22 Nov 2021
A Comprehensive Survey on Local Differential Privacy Toward Data Statistics and Analysis Teng Wang Xuefeng Zhang Xuefeng Zhang Xinyu Yang 90 88 0 11 Oct 2020
Local Differential Privacy and Its Applications: A Comprehensive Survey Mengmeng Yang Lingjuan Lyu Jun Zhao Tianqing Zhu Kwok-Yan Lam 89 146 0 09 Aug 2020
Estimating Numerical Distributions under Local Differential Privacy Zitao Li Tianhao Wang Milan Lopuhaä-Zwakenberg B. Škorić Ninghui Li 58 92 0 02 Dec 2019
Improving Frequency Estimation under Local Differential Privacy Milan Lopuhaä-Zwakenberg Zitao Li B. Škorić Ninghui Li 35 1 0 24 Nov 2019
Data Poisoning Attacks to Local Differential Privacy Protocols Xiaoyu Cao Jinyuan Jia Neil Zhenqiang Gong AAML 105 78 0 05 Nov 2019
Defending against Machine Learning based Inference Attacks via Adversarial Examples: Opportunities and Challenges Jinyuan Jia Neil Zhenqiang Gong AAML SILM 77 16 0 17 Sep 2019
Locally Differentially Private Frequency Estimation with Consistency Tianhao Wang Milan Lopuhaä-Zwakenberg Zitao Li B. Škorić Ninghui Li 97 80 0 20 May 2019
BLENDER: Enabling Local Search with a Hybrid Differential Privacy Model Brendan Avent Aleksandra Korolova David Zeber Torgeir Hovden B. Livshits FedML 80 100 0 02 May 2017