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Certified Randomness from Untrusted Sources and Uncharacterized Measurements

Xing Ping Lin, Rong Wang, Shuang Wang, Zhen‐Qiang Yin, Wei Chen, Guang‐Can Guo, Zheng‐Fu Han

2022Physical Review Letters25 citationsDOI

Abstract

Generating random numbers plays an important role in many scientific applications. Compared to pseudorandom number generators, a quantum device is capable of generating true random numbers by the laws of quantum mechanics. However, information-theoretical secure random numbers are regularly based on a perfect device model, which may deviate from a real-world device. To close this gap, we propose a quantum random number generation protocol and experimentally demonstrate it. In our protocol, we make no assumptions about the source. Some reasonable assumptions on the trusted two-dimensional measurement are needed, but we do not require a detailed characterization. Even if considering the most general quantum attack and using the general sources, we achieve a randomness generation rate of over 1 Mbps with a universal composable security parameter of 10^{-10}.

Topics & Concepts

RandomnessRandom number generationPseudorandom number generatorComputer scienceProtocol (science)QuantumQuantum cryptographyRandomness testsTheoretical computer scienceStatistical physicsPhysicsQuantum mechanicsDiscrete mathematicsQuantum informationAlgorithmMathematicsStatisticsMedicineAlternative medicinePathologyQuantum Mechanics and ApplicationsQuantum Information and CryptographyQuantum Computing Algorithms and Architecture
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