Better Differentially Private Approximate Histograms and Heavy Hitters using the Misra-Gries Sketch-Reference-Cited by-同舟云学术

Better Differentially Private Approximate Histograms and Heavy Hitters using the Misra-Gries Sketch

Published:2023-06-18 Issue: Volume: Page:
ISSN:
Container-title:Proceedings of the 42nd ACM SIGMOD-SIGACT-SIGAI Symposium on Principles of Database Systems
language:
Short-container-title:

Author:

Lebeda Christian Janos¹^ORCID,Tetek Jakub²^ORCID

Affiliation:

1. Basic Algorithms Research Copenhagen & IT University of Copenhagen, Copenhagen, Denmark

2. Basic Algorithms Research Copenhagen & University of Copenhagen, Copenhagen, Denmark

Funder

Villum Fonden

Publisher

ACM

Link

https://dl.acm.org/doi/pdf/10.1145/3584372.3588673

Reference32 articles.

1. Mergeable summaries

2. Apple. [n.,d.]. Differential Privacy Overview - Apple. https://www.apple.com/privacy/docs/Differential_Privacy_Overview.pdf Retrieved April 13, 2023 from Apple. [n.,d.]. Differential Privacy Overview - Apple. https://www.apple.com/privacy/docs/Differential_Privacy_Overview.pdf Retrieved April 13, 2023 from

3. Representing Sparse Vectors with Differential Privacy, Low Error, Optimal Space, and Fast Access

4. Differential Privacy on Finite Computers

5. Raef Bassily , Kobbi Nissim , Uri Stemmer , and Abhradeep Guha Thakurta . 2017 . Practical locally private heavy hitters . Advances in Neural Information Processing Systems , Vol. 30 (2017). Raef Bassily, Kobbi Nissim, Uri Stemmer, and Abhradeep Guha Thakurta. 2017. Practical locally private heavy hitters. Advances in Neural Information Processing Systems , Vol. 30 (2017).

Cited by 3 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. DPSW-Sketch: A Differentially Private Sketch Framework for Frequency Estimation over Sliding Windows;Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining;2024-08-24

2. Differential Private Histogram Publication with Background Knowledge;2024 IEEE 48th Annual Computers, Software, and Applications Conference (COMPSAC);2024-07-02

3. Streaming Algorithms with Few State Changes;Proceedings of the ACM on Management of Data;2024-05-10