[PDF] Top 20 Statistical Tests for Random and Quantum Random Number Generators

... purely random number generation is performed by collecting and processing data obtained from a source of entropy outside the ...being random was introduced in computers with the help of ... See full document

... different statistical tests yield different threshold numbers of randomizing shuffles, and 3) whether manual or me- chanical shuffling randomizes a deck more effectively for a given number of ... See full document

... These generators require an ex- perimental violation of a Bell-type inequality, an ex- tremely difficult task, limiting generation rates to well below practical requirements (<kbit/s) [10, ...dependent ... See full document

... (i) For ` = 2 (the simplest extractor) we save log(1/δ) + t bits of entropy. Alternatively, the probability of choosing a bad hash functions in the pre- processing phase gets squared and the number of the states ... See full document

... efficiency, statistical tests to check whether prices are subject to the random walk process (autocorrelation tests, series tests, variance ratio test, calendar ... See full document

... Since we are modifying the statistical properties of the raw data, a simple method for detecting changes is black box statistical testing (for example using [2]). Thus, if a user is getting suspicious he ... See full document

... ApEn is a statistical result to estimate the entropy of the tested sequence. An important parameter in the algorithm is the block length m, which partially determine the estimation accuracy of the algorithm. The ... See full document

... True random source, prime factorization problem and nesting all together contributes to the enhanced behavior of ...constant. Statistical and Graphical analysis conducted on the generated sequence proved ... See full document

... TRUE random number generators (TRNGs) have become an indispensable component in many cryptographic systems, including PIN/password generation, authentication protocols, key generation, random ... See full document

... True random number generators are used for generating seed values for pseudo random number generators ...true random number generator is combined with pseudo ... See full document

... because random numbers are affected by the character- istics of the ...SP800-22 tests [1]. They have not been evaluated by tests dedicated to physi- cal random numbers, namely BSI AIS20/31 [3] ... See full document

... in quantum RNG and as the indicator for extraction ratio of universal hash ...19], quantum conditional min-entropy are deduced to impose stricter removal of side ...of random bit generators ... See full document

... in statistical mechanics. The ideal Bose gas is a quantum system whose description involves a complex Hilbert space and the Schrödinger equation; but its equilibrium state is a probability distribution of ... See full document

... new tests for randomness, which are based on constructions of universal coding, as well as the two-faced processes, are described in the Section ...new tests are experimentally compared with methods from ... See full document

... These tests are designed to provide assurance of the quality of randomness in binary sequences that are produced by random or pseudo-random number generators intended for use in cryptogr[r] ... See full document

... the random numbers used for cryptographic functions have to be truly random such that they cannot be deciphered either by forward or backward ...of random number generation since last few ... See full document

... on quantum mechanical uncertainty, ...of number generation (tens of Mb/s) [, ...truly random numbers (tens or hundreds of Gb/s) has been achieved using chaotic semiconductor lasers [–] and ... See full document

... Its execution in seconds due to less complexity & require optimized colors to color independent sets than any coloring methods. Apply colors according to independent sets & in this algorithm each node needs to ... See full document

... a quantum adversary, there are two possible definitions of security for a pseudorandom ...be quantum, but requires queries to the function to be ...second, quantum-security, allows the adversary to ... See full document

... polarizing random walks. We develop the theory in this paper and give a number of applications; perhaps the most notable one is a PRG for functions of sensitivity s whose seed length is polynomial in ... See full document