Propagation characteristics of boolean functions

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Abstract

The relation between the Walsh-Hadamard transform and the autocorrelation function of Boolean functions is used to study propagation characteristics of these functions. The Strict Avalanche Criterion and the Perfect Nonlinearity Criterion are generalized in a Propagation Criterion of degree k. New properties and constructions for Boolean bent functions are given and also the extension of the definition to odd values of n is discussed. New properties of functions satisfying higher order SAC are derived. Finally a general framework is established to classify functions according to their propagation characteristics if a number of bits is kept constant.

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Preneel, B., Van Leekwijck, W., Van Linden, L., Govaerts, R., & Vandewalle, J. (1991). Propagation characteristics of boolean functions. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 473 LNCS, pp. 161–173). Springer Verlag. https://doi.org/10.1007/3-540-46877-3_14

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