| Author | Bringer, Julien; Chabanne, Hervé; Favre, Mélanie; Patey, Alain; Schneider, Thomas; Zohner, Michael |
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| Date | 2014 |
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| Type | Conference Proceedings |
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| Abstract | 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. |
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| Conference | 2. ACM Workshop on Information Hiding and Multimedia Security (IH&MMSEC'14) |
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| Isbn | 978-1-4503-2647-6 |
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| In | IH&MMSec '14: Proceedings of the 2nd ACM workshop on Information hiding and multimedia security, p.187-198 |
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| Publisher | ACM |
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| Url | https://tubiblio.ulb.tu-darmstadt.de/id/eprint/101830 |
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