The Optimal Mechanism in Differential Privacy: Multidimensional Setting

The Optimal Mechanism in Differential Privacy: Multidimensional Setting

2 December 2013

Pramod Viswanath

Papers citing "The Optimal Mechanism in Differential Privacy: Multidimensional Setting"

19 / 19 papers shown

Title
TPMDP: Threshold Personalized Multi-party Differential Privacy via Optimal Gaussian Mechanism Jiandong Liu Lan Zhang Chaojie Lv Ting Yu N. Freris Xiang-Yang Li 27 0 0 18 May 2023
Huff-DP: Huffman Coding based Differential Privacy Mechanism for Real-Time Data M. Hassan M. H. Rehmani Jinjun Chen 28 2 0 25 Jan 2023
Batching of Tasks by Users of Pseudonymous Forums: Anonymity Compromise and Protection Alexander Goldberg Giulia Fanti Nihar B. Shah 8 3 0 23 Nov 2022
Privacy-preserving Decentralized Federated Learning over Time-varying Communication Graph Yang Lu Zhengxin Yu N. Suri FedML 24 14 0 01 Oct 2022
Private Location Sharing for Decentralized Routing services Matthew W. Tsao Kaidi Yang Karthik Gopalakrishnan Marco Pavone 20 5 0 27 Feb 2022
Finite Horizon Privacy of Stochastic Dynamical Systems: A Synthesis Framework for Dependent Gaussian Mechanisms H. Hayati C. Murguia N. van de Wouw 15 9 0 03 Aug 2021
Differential Privacy for Industrial Internet of Things: Opportunities, Applications and Challenges Bin Jiang Jianqiang Li Guanghui Yue H. Song 25 117 0 26 Jan 2021
Free Gap Estimates from the Exponential Mechanism, Sparse Vector, Noisy Max and Related Algorithms Zeyu Ding Yuxin Wang Yingtai Xiao Guanhong Wang Danfeng Zhang Daniel Kifer 31 6 0 02 Dec 2020
Privacy Preserving in Non-Intrusive Load Monitoring: A Differential Privacy Perspective Haoxiang Wang Jiasheng Zhang Chenbei Lu Chenye Wu 22 41 0 12 Nov 2020
Local Differential Privacy based Federated Learning for Internet of Things Yang Zhao Jun Zhao Mengmeng Yang Teng Wang Ning Wang Lingjuan Lyu Dusit Niyato Kwok-Yan Lam 25 292 0 19 Apr 2020
Reviewing and Improving the Gaussian Mechanism for Differential Privacy Jun Zhao Teng Wang Tao Bai Kwok-Yan Lam Zhiying Xu Shuyu Shi Xuebin Ren Xinyu Yang Yang Liu Han Yu 30 30 0 27 Nov 2019
Differentially Private SQL with Bounded User Contribution Royce J. Wilson Celia Yuxin Zhang William K. C. Lam Damien Desfontaines Daniel Simmons-Marengo Bryant Gipson 24 147 0 04 Sep 2019
Development and Analysis of Deterministic Privacy-Preserving Policies Using Non-Stochastic Information Theory Farhad Farokhi 23 15 0 26 Oct 2018
Optimal Noise-Adding Mechanism in Additive Differential Privacy Quan Geng Wei Ding Ruiqi Guo Sanjiv Kumar 19 34 0 26 Sep 2018
Collect at Once, Use Effectively: Making Non-interactive Locally Private Learning Possible Kai Zheng Wenlong Mou Liwei Wang 34 41 0 11 Jun 2017
Optimal Differentially Private Mechanisms for Randomised Response N. Holohan D. Leith O. Mason 30 62 0 16 Dec 2016
Gradual Release of Sensitive Data under Differential Privacy Fragkiskos Koufogiannis Shuo Han George J. Pappas 36 35 0 02 Apr 2015
Optimality of the Laplace Mechanism in Differential Privacy Fragkiskos Koufogiannis Shuo Han George J. Pappas 25 53 0 31 Mar 2015
The Composition Theorem for Differential Privacy Peter Kairouz Sewoong Oh Pramod Viswanath 42 669 0 04 Nov 2013