Computer Science – Information Theory
Scientific paper
2009-05-06
IEEE Transactions on Information Theory, vol. 55, no. 12, pp. 5822-5831, December 2009
Computer Science
Information Theory
14 pages, 2 tables
Scientific paper
10.1109/TIT.2009.2032736
In this paper, a technique on constructing nonlinear resilient Boolean functions is described. By using several sets of disjoint spectra functions on a small number of variables, an almost optimal resilient function on a large even number of variables can be constructed. It is shown that given any $m$, one can construct infinitely many $n$-variable ($n$ even), $m$-resilient functions with nonlinearity $>2^{n-1}-2^{n/2}$. A large class of highly nonlinear resilient functions which were not known are obtained. Then one method to optimize the degree of the constructed functions is proposed. Last, an improved version of the main construction is given.
Xiao GuoZhen
Zhang Wei-Guo
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