In computing, a hardware random number generator (HRNG), true random number generator (TRNG), non-deterministic random bit generator (NRBG),[1] or physical random number generator[2][3] is a device that generates random numbers from a physical process capable of producing entropy (in other words, the device always has access to a physical entropy source[1]), unlike the pseudorandom number generator (PRNG, a.k.a. "deterministic random bit generator", DRBG) that utilizes a deterministic algorithm[2] and non-physical nondeterministic random bit generators that do not include hardware dedicated to generation of entropy.[1]
Many natural phenomena generate low-level, statistically random "noise" signals, including thermal and shot noise, jitter and metastability of electronic circuits, Brownian motion, atmospheric noise.[4] Researchers also used the photoelectric effect, involving a beam splitter, other quantum phenomena,[5][6][7][8] and even the nuclear decay (due to practical considerations the latter, as well as the atmospheric noise, is not viable).[4] While "classical" (non-quantum) phenomena are not truly random, an unpredictable physical system is usually acceptable as a source of randomness, so the qualifiers "true" and "physical" are used interchangeably.[9]
A hardware random number generator is expected to output near-perfect random numbers ("full entropy").[1] A physical process usually does not have this property, and a practical TRNG typically includes a few blocks:[10]
Hardware random number generators generally produce only a limited number of random bits per second. In order to increase the available output data rate, they are often used to generate the "seed" for a faster PRNG. DRBG also helps with the noise source "anonymization" (whitening out the noise source identifying characteristics) and entropy extraction. With a proper DRBG algorithm selected (cryptographically secure pseudorandom number generator, CSPRNG), the combination can satisfy the requirements of Federal Information Processing Standards and Common Criteria standards.[11]
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