Privacy Budget Scheduling

Privacy Budget Scheduling

29 June 2021

Pierre Tholoniat

Roxana Geambasu

Mathias Lécuyer

Papers citing "Privacy Budget Scheduling"

13 / 13 papers shown

Title
DPolicy: Managing Privacy Risks Across Multiple Releases with Differential Privacy Nicolas Küchler Alexander Viand Hidde Lycklama Anwar Hithnawi 31 0 0 10 May 2025
A Survey on Federated Analytics: Taxonomy, Enabling Techniques, Applications and Open Issues Zibo Wang Haichao Ji Yifei Zhu Dan Wang Zhu Han 58 1 0 19 Apr 2024
DPBalance: Efficient and Fair Privacy Budget Scheduling for Federated Learning as a Service Yu Liu Zibo Wang Yifei Zhu Chen Chen FedML 25 3 0 15 Feb 2024
Randomized Response with Gradual Release of Privacy Budget Mingen Pan 27 0 0 25 Jan 2024
A proposal to increase data utility on Global Differential Privacy data based on data use predictions Henry C. Nunes Marlon P. da Silva C. V. Neu A. Zorzo 21 0 0 12 Jan 2024
Chained-DP: Can We Recycle Privacy Budget? Jingyi Li Guangjing Huang Liekang Zeng Lin Chen Xu Chen FedML 41 0 0 12 Sep 2023
Turbo: Effective Caching in Differentially-Private Databases Kelly Kostopoulou Pierre Tholoniat Asaf Cidon Roxana Geambasu Mathias Lécuyer 30 1 0 28 Jun 2023
Differentially-private Continual Releases against Dynamic Databases Ming-Chuan Pan 28 0 0 05 May 2023
Cohere: Managing Differential Privacy in Large Scale Systems Nicolas Küchler Emanuel Opel Hidde Lycklama Alexander Viand Anwar Hithnawi 49 4 0 20 Jan 2023
Deep Learning Workload Scheduling in GPU Datacenters: Taxonomy, Challenges and Vision Wei Gao Qi Hu Zhisheng Ye Peng Sun Xiaolin Wang Yingwei Luo Tianwei Zhang Yonggang Wen 88 26 0 24 May 2022
FederatedScope: A Flexible Federated Learning Platform for Heterogeneity Yuexiang Xie Zhen Wang Dawei Gao Daoyuan Chen Liuyi Yao Weirui Kuang Yaliang Li Bolin Ding Jingren Zhou FedML 37 88 0 11 Apr 2022
IncShrink: Architecting Efficient Outsourced Databases using Incremental MPC and Differential Privacy Chenghong Wang Johes Bater Kartik Nayak Ashwin Machanavajjhala 22 20 0 09 Mar 2022
Individual Privacy Accounting via a Renyi Filter Vitaly Feldman Tijana Zrnic 68 86 0 25 Aug 2020