How to Accurately and Privately Identify Anomalies

Identifying anomalies in data is central to the advancement of science, national security, and finance. However, privacy concerns restrict our ability to analyze data. Can we lift these restrictions and accurately identify anomalies without hurting the privacy of those who contribute their data? We...

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Bibliographic Details
Published in:	Proceedings of the ... ACM Conference on Computer and Communications Security Vol. 2019; p. 719
Main Authors:	Asif, Hafiz, Papakonstantinou, Periklis A, Vaidya, Jaideep
Format:	Journal Article
Language:	English
Published:	United States 01.11.2019
Subjects:	privacy anomaly identification outlier detection differential privacy
ISSN:	1543-7221, 1543-7221
Online Access:	Get more information
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