Issue No. 03 - March (1990 vol. 16)
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/32.48934
<p>A test for detecting the nonrandomness of finite binary strings is proposed. This test, based on an evaluation of the power spectrum of a finite string, extends and quantifies a similar test proposed by J. Gait. As an empirical measure of the sensitivity of the test, it was compared with a chi-square test for uniformity of distribution, which also measures nonrandomness. This comparison was performed by applying each of these tests to binary strings produced using short-round versions of the data encryption standard (DES) in output-feedback mode. By varying the number of DES rounds from 1 to 16, it was possible to gradually vary the degree of randomness of the resulting strings. The degree of randomness of the DES, including the 15 short-round versions, was also assessed. Only ensembles generated by one and two round versions were rejected as random.</p>
spectral test; nonrandomness; finite binary strings; power spectrum; empirical measure; chi-square test; short-round versions; data encryption standard; output-feedback mode; DES rounds; cryptography; program testing; standards; statistical analysis; word processing.
F. Feldman, "A New Spectral Test for Nonrandomness and the DES," in IEEE Transactions on Software Engineering, vol. 16, no. , pp. 261-267, 1990.