Classification of Boolean Functions of 6 Variables or Less with Respect to Cryptographic Properties

This paper presents an efficient approach for classification of the affine equivalence classes of cosets of the first order Reed-Muller code with respect to cryptographic properties such as correlationimmunity, resiliency and propagation characteristics. First, we apply the method to completely classify all the 48 classes into which the general affine group AGL(2, 5) partitions the cosets of RM(1, 5). Second, we describe how to find the affine equivalence classes together with their sizes of Boolean functions in 6 variables. We perform the same classification for these classes. Moreover, we also determine the classification of RM(3, 7)/RM(1, 7). We also study the algebraic immunity of the corresponding affine equivalence classes. Moreover, several relations are derived between the algebraic immunity and other cryptographic properties. Finally, we introduce two new indicators which can be used to distinguish affine inequivalent Boolean functions when the known criteria are not sufficient. From these indicators a method can be derived for finding the affine relation between two functions (if such exists). The efficiency of the method depends on the structure of the Walsh or autocorrelation spectrum.