Title :
Privacy Preserving Identification: Order Statistics List Decoding Perspective
Author :
Farhadzadeh, Farzad ; Voloshynovskiy, Sviatoslav ; Koval, Oleksiy
Author_Institution :
Comput. Sci. Dept., Univ. of Geneva, Geneva, Switzerland
Abstract :
In this paper, the performance of privacy preserving Biometric/Physical Unclonable Function identification based on the order statistic list decoding is analyzed by evaluating the corresponding probabilities of correct identification and false acceptance. We demonstrate the impact of candidate list size on the identification system performance and compare it with the unique identification setup. Finally, the influence of privacy amplification on the system performance is analyzed.
Keywords :
data privacy; statistical analysis; corresponding probabilities; order statistic list decoding; order statistics list decoding perspective; physical unclonable function identification; privacy preserving biometric; privacy preserving identification; Databases; Decoding; Lead; Privacy; Random variables; Security; biometric identification; correct identification; false acceptance; list decoding; order statistics; privacy amplification; receiver operating characteristic;
Conference_Titel :
Intelligent Information Hiding and Multimedia Signal Processing (IIH-MSP), 2010 Sixth International Conference on
Conference_Location :
Darmstadt
Print_ISBN :
978-1-4244-8378-5
Electronic_ISBN :
978-0-7695-4222-5
DOI :
10.1109/IIHMSP.2010.92
