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Design and Test of an Integrated Random Number Generator with All-Digital Entropy Source

Luca Crocetti, Stefano Di Matteo, Pietro Nannipieri, Luca Fanucci, Sergio Saponara

2022Entropy21 citationsDOIOpen Access PDF

Abstract

In the cybersecurity field, the generation of random numbers is extremely important because they are employed in different applications such as the generation/derivation of cryptographic keys, nonces, and initialization vectors. The more unpredictable the random sequence, the higher its quality and the lower the probability of recovering the value of those random numbers for an adversary. Cryptographically Secure Pseudo-Random Number Generators (CSPRNGs) are random number generators (RNGs) with specific properties and whose output sequence has such a degree of randomness that it cannot be distinguished from an ideal random sequence. In this work, we designed an all-digital RNG, which includes a Deterministic Random Bit Generator (DRBG) that meets the security requirements for cryptographic applications as CSPRNG, plus an entropy source that showed high portability and a high level of entropy. The proposed design has been intensively tested against both NIST and BSI suites to assess its entropy and randomness, and it is ready to be integrated into the European Processor Initiative (EPI) chip.

Topics & Concepts

Random number generationCryptographic nonceRandomnessPseudorandom number generatorComputer scienceCryptographyNISTRandom sequenceRandom seedEntropy (arrow of time)Randomness testsPseudorandomnessInitializationDigital signatureTheoretical computer scienceAlgorithmMathematicsHash functionEncryptionStatisticsComputer securityMathematical analysisPhysicsDistribution (mathematics)Quantum mechanicsNatural language processingProgramming languageChaos-based Image/Signal EncryptionCryptographic Implementations and SecurityPhysical Unclonable Functions (PUFs) and Hardware Security
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