Privately Publishable Per-instance Privacy

3 November 2021

Papers citing "Privately Publishable Per-instance Privacy"

14 / 14 papers shown

Title
Towards Optimal Differentially Private Regret Bounds in Linear MDPs Sharan Sahu 55 0 0 12 Apr 2025
Privacy Amplification for the Gaussian Mechanism via Bounded Support Shengyuan Hu Saeed Mahloujifar Virginia Smith Kamalika Chaudhuri Chuan Guo FedML 33 1 0 07 Mar 2024
On the Privacy of Selection Mechanisms with Gaussian Noise Jonathan Lebensold Doina Precup Borja Balle 29 0 0 09 Feb 2024
Improving the Privacy and Practicality of Objective Perturbation for Differentially Private Linear Learners Rachel Redberg Antti Koskela Yu-Xiang Wang 68 5 0 31 Dec 2023
Privately Answering Queries on Skewed Data via Per Record Differential Privacy Jeremy Seeman William Sexton David Pujol Ashwin Machanavajjhala 17 4 0 19 Oct 2023
Probing the Transition to Dataset-Level Privacy in ML Models Using an Output-Specific and Data-Resolved Privacy Profile Tyler LeBlond Joseph Munoz Fred Lu Maya Fuchs Elliott Zaresky-Williams Edward Raff Brian Testa 14 3 0 27 Jun 2023
Bounding Training Data Reconstruction in DP-SGD Jamie Hayes Saeed Mahloujifar Borja Balle AAML FedML 31 39 0 14 Feb 2023
Generalized PTR: User-Friendly Recipes for Data-Adaptive Algorithms with Differential Privacy Rachel Redberg Yuqing Zhu Yu-Xiang Wang 30 7 0 31 Dec 2022
Individual Privacy Accounting with Gaussian Differential Privacy A. Koskela Marlon Tobaben Antti Honkela 32 18 0 30 Sep 2022
Individual Privacy Accounting for Differentially Private Stochastic Gradient Descent Da Yu Gautam Kamath Janardhan Kulkarni Tie-Yan Liu Jian Yin Huishuai Zhang 11 17 0 06 Jun 2022
Offline Reinforcement Learning with Differential Privacy Dan Qiao Yu-Xiang Wang OffRL 33 23 0 02 Jun 2022
Individual Privacy Accounting via a Renyi Filter Vitaly Feldman Tijana Zrnic 51 86 0 25 Aug 2020
SoK: Differential Privacies Damien Desfontaines Balázs Pejó 26 121 0 04 Jun 2019
Mechanism Design in Large Games: Incentives and Privacy Michael Kearns Mallesh M. Pai Aaron Roth Jonathan R. Ullman 82 182 0 17 Jul 2012