Gradual Release of Sensitive Data under Differential Privacy

Gradual Release of Sensitive Data under Differential Privacy

2 April 2015

Fragkiskos Koufogiannis

George J. Pappas

Papers citing "Gradual Release of Sensitive Data under Differential Privacy"

12 / 12 papers shown

Title
$1-Diffractor: Efficient and Utility-Preserving Text Obfuscation Leveraging Word-Level Metric Differential Privacy$ 1-Diffractor: Efficient and Utility-Preserving Text Obfuscation Leveraging Word-Level Metric Differential Privacy Stephen Meisenbacher Maulik Chevli Florian Matthes 44 6 0 02 May 2024
Randomized Response with Gradual Release of Privacy Budget Mingen Pan 20 0 0 25 Jan 2024
Adaptive Privacy Composition for Accuracy-first Mechanisms Ryan M. Rogers G. Samorodnitsky Zhiwei Steven Wu Aaditya Ramdas 11 2 0 24 Jun 2023
On the Query Complexity of Training Data Reconstruction in Private Learning Prateeti Mukherjee Satyanarayana V. Lokam 24 0 0 29 Mar 2023
Answering Private Linear Queries Adaptively using the Common Mechanism Yingtai Xiao Guanhong Wang Danfeng Zhang Daniel Kifer 62 7 0 30 Nov 2022
Cache Me If You Can: Accuracy-Aware Inference Engine for Differentially Private Data Exploration Miti Mazmudar Thomas Humphries Jiaxiang Liu Matthew Rafuse Xi He 18 9 0 28 Nov 2022
Brownian Noise Reduction: Maximizing Privacy Subject to Accuracy Constraints Justin Whitehouse Zhiwei Steven Wu Aaditya Ramdas Ryan M. Rogers 11 9 0 15 Jun 2022
$Low Influence, Utility, and Independence in Differential Privacy: A Curious Case of $3 \choose 2$$ Low Influence, Utility, and Independence in Differential Privacy: A Curious Case of $3 \choose 2$ Rafael G. L. DÓliveira Salman Salamatian Muriel Médard Parastoo Sadeghi 20 0 0 21 Aug 2020
Splintering with distributions: A stochastic decoy scheme for private computation Praneeth Vepakomma Julia Balla Ramesh Raskar FedML 74 2 0 06 Jul 2020
Accuracy First: Selecting a Differential Privacy Level for Accuracy-Constrained ERM Katrina Ligett Seth Neel Aaron Roth Bo Waggoner Zhiwei Steven Wu 11 92 0 30 May 2017
Diffusing Private Data over Networks Fragkiskos Koufogiannis George Pappas 18 23 0 19 Nov 2015
The Optimal Mechanism in Differential Privacy: Multidimensional Setting Quan Geng Pramod Viswanath 84 122 0 02 Dec 2013