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GSHADE: Faster privacy-preserving distance computation and biometric identification

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The paper "GSHADE: Faster privacy-preserving distance computation and biometric identification" was created by Julien Bringer, Hervé Chabanne, Mélanie Favre, Alain Patey, Thomas Schneider (TUDA) and Michael Zohner (TUDA) and has been accepted for publication at 2nd ACM Workshop on Information Hiding and Multimedia Security (IH&MMSEC'14) in June 11-13, 2014. We would like to provide you a short insight:

At WAHC'13, Bringer et al. introduced a protocol called SHADE for secure and efficient Hamming distance computation using oblivious transfer only. In this paper, we introduce a generalization of the SHADE protocol, called GSHADE, that enables privacy-preserving computation of several distance metrics, including (normalized) Hamming distance, Euclidean distance, Mahalanobis distance, and scalar product. GSHADE can be used to efficiently compute one-to-many biometric identification for several traits (iris, face, fingerprint) and benefits from recent optimizations of oblivious transfer extensions. GSHADE allows identification against a database of 1000 Eigenfaces in 1.28 seconds and against a database of 10000 IrisCodes in 17.2 seconds which is more than 10 times faster than previous works.

http://dl.acm.org/citation.cfm?doid=2600918.2600922

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Guest Saturday, 25 February 2017

Project reference: 609611
Start date: 2013-11-01
End date: 2016-10-31
Duration: 36 months
Project cost: € 10.456.059
Project funding: € 7.550.000                   

          Programme type:
Seventh Framework Programme
Programme acronym:
FP7-ICT-2013-10
Contract type:
Collaborative project

 

  europa

This project has received funding from the European Union’s Seventh Framework Programme for research, technological development and demonstration under grant agreement no 609611