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This paper extends device-independent randomness expansion, a quantum-secure way to generate certified random numbers, to a semi-device-independent setting where only one party's measurements need to be characterized. It proposes a protocol for general N-cycle non-contextuality inequalities, with finite-statistics rates, and suggests that existing loophole-free contextuality experiments could be adapted for it. For quantum readers, the main value is the reduced experimental requirements, though the results are theoretical and still need validation on real hardware.
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Local finite rate semi device independent randomness expansion from quantum contextuality

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arXiv:2610.21765v1 Announce Type: new Abstract: Finite rate randomness expansion (RE) which is secure against quantum adversaries is a crucial information processing task which is well studied in the case of two non-communicating parties sharing Bell non-local correlations in a device independent manner. In this paper we show that contextual correlations with only a single localized party are sufficient for RE in a semi-device independent (SDI) manner. We propose a template SDI-RE protocol which is applicable for arbitrary $N$-cycle non-contextuality (NC) inequalities and derive its RE rate under finite statistics. As a special case, we also highlight the advantages of the situation when RE is constrained by Clauser-Horne-Shimony-Holt (CHSH) inequality but with characterized measurements implemented by only a single party. Our template protocol also incorporates non-ideal statistics which may not satisfy perfect commutativity and perfect repeatability, both of which are necessary in a loophole-free test of NC inequalities. As such, several recent experimental implementations of significantly loophole-free tests of NC inequalities can be modified for secure RE following our approach.

Abstract:Finite rate randomness expansion (RE) which is secure against quantum adversaries is a crucial information processing task which is well studied in the case of two non-communicating parties sharing Bell non-local correlations in a device independent manner. In this paper we show that contextual correlations with only a single localized party are sufficient for RE in a semi-device independent (SDI) manner. We propose a template SDI-RE protocol which is applicable for arbitrary $N$-cycle non-contextuality (NC) inequalities and derive its RE rate under finite statistics. As a special case, we also highlight the advantages of the situation when RE is constrained by Clauser-Horne-Shimony-Holt (CHSH) inequality but with characterized measurements implemented by only a single party. Our template protocol also incorporates non-ideal statistics which may not satisfy perfect commutativity and perfect repeatability, both of which are necessary in a loophole-free test of NC inequalities. As such, several recent experimental implementations of significantly loophole-free tests of NC inequalities can be modified for secure RE following our approach.

14 pages, 10 figures. Comments are welcome

arXiv:2610.21765 [quant-ph]

(or arXiv:2610.21765v1 [quant-ph] for this version)

https://doi.org/10.48550/arXiv.2610.21765 Focus to learn more arXiv-issued DOI via DataCite (pending registration)

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