The Library
Privacy at scale : local differential privacy in practice
Tools
Cormode, Graham, Jha, S., Kulkarni, Tejas M., Li, N., Srivastava, D. and Wang, T. (2018) Privacy at scale : local differential privacy in practice. In: 2018 ACM SIGMOD/PODS, Houston, TX, USA, 10-15 Jun 2018. Published in: ACM SIGMOD International Conference on Management of Data (SIGMOD) 1655-1658 . ISBN 9781450347037. doi:10.1145/3183713.3197390
|
PDF
WRAP-privacy-scale-local-differential-privacy-practice-Cormode-2018.pdf - Accepted Version - Requires a PDF viewer. Download (721Kb) | Preview |
Official URL: https://doi.org/10.1145/3183713.3197390
Abstract
Local differential privacy (LDP), where users randomly perturb their inputs to provide plausible deniability of their data without the need for a trusted party, has been adopted recently by several major technology organizations, including Google, Apple and Microsoft. This tutorial aims to introduce the key technical underpinnings of these deployed systems, to survey current research that addresses related problems within the LDP model, and to identify relevant open problems and research directions for the community.
Item Type: | Conference Item (Paper) | ||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Divisions: | Faculty of Science, Engineering and Medicine > Science > Computer Science | ||||||||||||
Journal or Publication Title: | ACM SIGMOD International Conference on Management of Data (SIGMOD) | ||||||||||||
Publisher: | ACM | ||||||||||||
ISBN: | 9781450347037 | ||||||||||||
Official Date: | 2 April 2018 | ||||||||||||
Dates: |
|
||||||||||||
Page Range: | 1655-1658 | ||||||||||||
DOI: | 10.1145/3183713.3197390 | ||||||||||||
Status: | Peer Reviewed | ||||||||||||
Publication Status: | Published | ||||||||||||
Access rights to Published version: | Restricted or Subscription Access | ||||||||||||
Date of first compliant deposit: | 10 April 2018 | ||||||||||||
Date of first compliant Open Access: | 12 June 2018 | ||||||||||||
RIOXX Funder/Project Grant: |
|
||||||||||||
Is Part Of: | |||||||||||||
Conference Paper Type: | Paper | ||||||||||||
Title of Event: | 2018 ACM SIGMOD/PODS | ||||||||||||
Type of Event: | Conference | ||||||||||||
Location of Event: | Houston, TX, USA | ||||||||||||
Date(s) of Event: | 10-15 Jun 2018 | ||||||||||||
Related URLs: |
Request changes or add full text files to a record
Repository staff actions (login required)
View Item |
Downloads
Downloads per month over past year