Title :
Unbiased random sequences from measurements of Poisson processes
Author :
Bernardini, Riccardo ; Rinaldo, Roberto
Author_Institution :
Dept. of Electr., Univ. of Udine, Udine, Italy
Abstract :
We consider the problem of true random bit generation from source vectors of independent geometric random variables, reduced modulo M for practical implementation. Independent geometric random variables result from measurements of discretized Poisson processes, which are good models for a number of physical sources. We propose a generalization of the classical approach by Elias, compute theoretical bounds, and evaluate the efficiency of the scheme by means of experiments. The proposed technique shows a significant advantage with respect to the classical approach.
Keywords :
cryptography; random number generation; random sequences; stochastic processes; Elias scheme; classical approach; cryptography; discretised Poisson process measurement; independent geometric random variables; physical source; reduced modulo M; source vector; true random bit generation; unbiased random sequence; Entropy; Generators; Nickel; Radioactive decay; Random variables; Security; Vectors; Cryptography; Random numbers; Security;
Conference_Titel :
Acoustics, Speech and Signal Processing (ICASSP), 2014 IEEE International Conference on
Conference_Location :
Florence
DOI :
10.1109/ICASSP.2014.6855197