5,827 research outputs found
Yet Another Pseudorandom Number Generator
We propose a novel pseudorandom number generator based on R\"ossler attractor
and bent Boolean function. We estimated the output bits properties by number of
statistical tests. The results of the cryptanalysis show that the new
pseudorandom number generation scheme provides a high level of data security.Comment: 5 pages, 7 figures; to be published in International Journal of
Electronics and Telecommunications, vol.63, no.
Pseudorandom number generation on supercomputers
Random Walks;Supercomputer;computer science
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Pseudorandom number generation with self programmable cellular automata
In this paper, we propose a new class of cellular automata – self programming cellular automata (SPCA) with specific application to pseudorandom number generation. By changing a cell's state transition rules in relation to factors such as its neighboring cell's states, behavioral complexity can be increased and utilized. Interplay between the state transition neighborhood and rule selection neighborhood leads to a new composite neighborhood and state transition rule that is the linear combination of two different mappings with different temporal dependencies. It is proved that when the transitional matrices for both the state transition and rule selection neighborhood are non-singular, SPCA will not exhibit non-group behavior. Good performance can be obtained using simple neighborhoods with certain CA length, transition rules etc. Certain configurations of SPCA pass all DIEHARD and ENT tests with an implementation cost lower than current reported work. Output sampling methods are also suggested to improve output efficiency by sampling the outputs of the new rule selection neighborhoods
Pseudorandom number generators revisited
Statistical Methods;mathematische statistiek
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