Cryptology ePrint Archive: Report 2005/145
Small Secure Sketch for Point-Set Difference
Ee-Chien Chang and Qiming Li
Abstract: A secure sketch is a set of published data that can help to recover the original biometric data after they are corrupted by permissible noises, and by itself does not reveal much information about the original. Several constructions have been proposed for different metrics, and in particular, set difference. We observe that in many promising applications, set difference alone is insufficient to model the noises. We propose to look into point-set difference, which measures noises that not only remove/introduce new feature points in the biometric objects, but may also perturb the points. In this paper, we first give an improvement for set difference construction that can be extended to multi-sets, where the sketch is small and there is an efficient decoding algorithm. We next give a sketch for point-set difference in both one and two-dimensional spaces. By using results in almost k-wise independence, the size of the sketch is reduced to near-optimal.
Category / Keywords: foundations / error-tolerant cryptography, secure sketch, point-set difference.
Date: received 17 May 2005, last revised 17 May 2005
Contact author: liqiming at gmail com
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Version: 20050519:193948 (All versions of this report)
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