TL;DR: It is shown how to construct a pseudorandom generator from any one-way function, and it is shown that there is a Pseudorandom Generator if and only ifthere is a one- way function.
Abstract: Pseudorandom generators are fundamental to many theoretical and applied aspects of computing. We show how to construct a pseudorandom generator from any one-way function. Since it is easy to construct a one-way function from a pseudorandom generator, this result shows that there is a pseudorandom generator if and only if there is a one-way function.
TL;DR: It is shown that modified versions of the linear congruential generator and the shift register generator are provably good for amplifying the correctness of a probabilistic algorithm.
Abstract: It is shown that modified versions of the linear congruential generator and the shift register generator are provably good for amplifying the correctness of a probabilistic algorithm. More precisely, if r random bits are needed for a BPP algorithm to be correct with probability at least 2/3, then O(r+k/sup 2/) bits are needed to improve this probability to 1-2/sup -k/. A different pseudorandom generator that is optimal, up to a constant factor, in this regard is also presented. It uses only O(r+k) bits to improve the probability to 1-2/sup -k/. This generator is based on random walks on expanders. The results do not depend on any unproven assumptions. It is shown that the modified versions of the shift register and linear congruential generators can be used to sample from distributions using, in the limit, the information-theoretic lower bound on random bits. >
TL;DR: The conclusion is that pseudorandom number generators with the required properties are now available, but the generators actually used are often not good enough.
TL;DR: A fully integrated, ready-for-use quantum random number generator (QRNG) whose stochastic model is based on the randomness of detecting single photons in attenuated light that clearly pass all tests relevant for (physical) random number generators.
Abstract: We present a fully integrated, ready-for-use quantum random number generator (QRNG) whose stochastic model is based on the randomness of detecting single photons in attenuated light. We show that often annoying deadtime effects associated with photomultiplier tubes (PMT) can be utilized to avoid postprocessing for bias or correlations. The random numbers directly delivered to a PC, generated at a rate of up to 50 Mbit/s, clearly pass all tests relevant for (physical) random number generators.