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Article

Semi-Device-Independent Randomness Expansion Using n→1 Parity-Oblivious Quantum Random Access Codes

1
College of Information Engineering, China Jiliang University, Hangzhou 310018, China
2
College of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics, Nanjing 211106, China
*
Author to whom correspondence should be addressed.
Entropy 2025, 27(7), 696; https://doi.org/10.3390/e27070696 (registering DOI)
Submission received: 23 May 2025 / Revised: 26 June 2025 / Accepted: 26 June 2025 / Published: 28 June 2025
(This article belongs to the Special Issue Quantum Probability and Randomness V)

Abstract

Quantum mechanics enables the generation of genuine randomness through its intrinsic indeterminacy. In device-independent (DI) and semi-device-independent (SDI) frameworks, randomness generation protocols can further ensure that the output remains secure and unaffected by internal device imperfections, with certification grounded in violations of generalized Bell inequalities. In this work, we propose an SDI randomness expansion protocol using n1 parity-oblivious quantum random access code (PO-QRAC), where the presence of true quantum randomness is certified through the violation of a two-dimensional quantum witness. For various values of n, we derive the corresponding maximal expected success probabilities. Notably, for n=4, the expected success probability obtained under our protocol exceeds the upper bound reported in prior work. Furthermore, we establish an analytic relationship between the certifiable min-entropy and the quantum witness value, and demonstrate that, for a fixed witness value, PO-QRAC–based protocols certify more randomness than those based on standard QRACs. Among all configurations satisfying the parity-obliviousness constraint, the protocol based on the 31 PO-QRAC achieves optimal randomness expansion performance.
Keywords: Bell inequality; randomness expansion; parity-obliviousness; min-entropy Bell inequality; randomness expansion; parity-obliviousness; min-entropy

Share and Cite

MDPI and ACS Style

Wang, X.; Chen, X.; Xu, M.; Mi, W.; Chen, X. Semi-Device-Independent Randomness Expansion Using n→1 Parity-Oblivious Quantum Random Access Codes. Entropy 2025, 27, 696. https://doi.org/10.3390/e27070696

AMA Style

Wang X, Chen X, Xu M, Mi W, Chen X. Semi-Device-Independent Randomness Expansion Using n→1 Parity-Oblivious Quantum Random Access Codes. Entropy. 2025; 27(7):696. https://doi.org/10.3390/e27070696

Chicago/Turabian Style

Wang, Xunan, Xu Chen, Mengke Xu, Wanglei Mi, and Xiao Chen. 2025. "Semi-Device-Independent Randomness Expansion Using n→1 Parity-Oblivious Quantum Random Access Codes" Entropy 27, no. 7: 696. https://doi.org/10.3390/e27070696

APA Style

Wang, X., Chen, X., Xu, M., Mi, W., & Chen, X. (2025). Semi-Device-Independent Randomness Expansion Using n→1 Parity-Oblivious Quantum Random Access Codes. Entropy, 27(7), 696. https://doi.org/10.3390/e27070696

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