Title :
Performance of Orthogonal Fingerprinting Codes Under Worst-Case Noise
Author :
Kiyavash, Negar ; Moulin, Pierre
Author_Institution :
Dept. of Ind. & Enterprise Syst. Eng., Univ. of Illinois at Urbana-Champaign, Urbana, IL, USA
Abstract :
We study the effect of the noise distribution on the error probability of the detection test when a class of randomly rotated spherical fingerprints is used. The detection test is performed by a focused correlation detector, and the spherical codes studied here form a randomized orthogonal constellation. The colluders create a noise-free forgery by uniform averaging of their individual copies, and then add a noise sequence to form the actual forgery. We derive the noise distribution that maximizes the error probability of the detector under average and almost-sure distortion constraints. Moreover, we characterize the noise distribution that minimizes the decoder´s error exponent under a large-deviations distortion constraint.
Keywords :
fingerprint identification; orthogonal codes; collusion attacks; error probability; focused correlation detector; noise distribution; orthogonal fingerprinting codes; randomly rotated spherical fingerprints; worst-case noise; Collusion attacks; fingerprinting; noise;
Journal_Title :
Information Forensics and Security, IEEE Transactions on
DOI :
10.1109/TIFS.2009.2026462