Optimality of the Laplace Mechanism in Differential Privacy

Optimality of the Laplace Mechanism in Differential Privacy

31 March 2015

Fragkiskos Koufogiannis

George J. Pappas

Papers citing "Optimality of the Laplace Mechanism in Differential Privacy"

8 / 8 papers shown

Title
Slowly Scaling Per-Record Differential Privacy Brian Finley Anthony M Caruso Justin C Doty Ashwin Machanavajjhala Mikaela R Meyer David Pujol William Sexton Zachary Terner 43 1 0 26 Sep 2024
Algorithms with More Granular Differential Privacy Guarantees Badih Ghazi Ravi Kumar Pasin Manurangsi Thomas Steinke 59 6 0 08 Sep 2022
Differentially Private Counterfactuals via Functional Mechanism Fan Yang Qizhang Feng Kaixiong Zhou Jiahao Chen Xia Hu 24 8 0 04 Aug 2022
Differentially Private Sparse Vectors with Low Error, Optimal Space, and Fast Access Martin Aumüller C. Lebeda Rasmus Pagh 6 12 0 18 Jun 2021
The Laplace Mechanism has optimal utility for differential privacy over continuous queries Natasha Fernandes Annabelle McIver Carroll Morgan 20 20 0 15 May 2021
Asymmetric Differential Privacy Shun Takagi Yang Cao Masatoshi Yoshikawa 31 6 0 01 Mar 2021
Gradual Release of Sensitive Data under Differential Privacy Fragkiskos Koufogiannis Shuo Han George J. Pappas 38 35 0 02 Apr 2015
The Optimal Mechanism in Differential Privacy: Multidimensional Setting Quan Geng Pramod Viswanath 84 122 0 02 Dec 2013