Privacy preserving pattern classification

Shai Avidan; Ariel Elbaz; Tal Malkin

doi:10.1109/ICIP.2008.4712097

Privacy preserving pattern classification

Shai Avidan^*, Ariel Elbaz, Tal Malkin

^*Corresponding author for this work

Columbia University

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

2 Scopus citations

Abstract

We give efficient and practical protocols for Privacy Preserving Pattern Classification that allow a client to have his data classified by a server, without revealing information to either party, other than the classification result. We illustrate the advantages of such a framework on several real-world scenarios and give secure protocols for several classifiers.

Original language	English
Title of host publication	2008 IEEE International Conference on Image Processing, ICIP 2008 Proceedings
Pages	1684-1687
Number of pages	4
DOIs	https://doi.org/10.1109/ICIP.2008.4712097
State	Published - 2008
Externally published	Yes
Event	2008 IEEE International Conference on Image Processing, ICIP 2008 - San Diego, CA, United States Duration: 12 Oct 2008 → 15 Oct 2008

Publication series

Name	Proceedings - International Conference on Image Processing, ICIP
ISSN (Print)	1522-4880

Conference

Conference	2008 IEEE International Conference on Image Processing, ICIP 2008
Country/Territory	United States
City	San Diego, CA
Period	12/10/08 → 15/10/08

Access to Document

10.1109/ICIP.2008.4712097

Cite this

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title = "Privacy preserving pattern classification",

abstract = "We give efficient and practical protocols for Privacy Preserving Pattern Classification that allow a client to have his data classified by a server, without revealing information to either party, other than the classification result. We illustrate the advantages of such a framework on several real-world scenarios and give secure protocols for several classifiers.",

author = "Shai Avidan and Ariel Elbaz and Tal Malkin",

year = "2008",

doi = "10.1109/ICIP.2008.4712097",

language = "אנגלית",

isbn = "1424417643",

series = "Proceedings - International Conference on Image Processing, ICIP",

pages = "1684--1687",

booktitle = "2008 IEEE International Conference on Image Processing, ICIP 2008 Proceedings",

note = "2008 IEEE International Conference on Image Processing, ICIP 2008 ; Conference date: 12-10-2008 Through 15-10-2008",

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Avidan, S, Elbaz, A & Malkin, T 2008, Privacy preserving pattern classification. in 2008 IEEE International Conference on Image Processing, ICIP 2008 Proceedings., 4712097, Proceedings - International Conference on Image Processing, ICIP, pp. 1684-1687, 2008 IEEE International Conference on Image Processing, ICIP 2008, San Diego, CA, United States, 12/10/08. https://doi.org/10.1109/ICIP.2008.4712097

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AB - We give efficient and practical protocols for Privacy Preserving Pattern Classification that allow a client to have his data classified by a server, without revealing information to either party, other than the classification result. We illustrate the advantages of such a framework on several real-world scenarios and give secure protocols for several classifiers.

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ER -

Privacy preserving pattern classification

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