Self-testing with untrusted random number generators
- URL: http://arxiv.org/abs/2603.10663v1
- Date: Wed, 11 Mar 2026 11:22:13 GMT
- Title: Self-testing with untrusted random number generators
- Abstract summary: We show that all pure bipartite partially entangled states can be self-tested.<n>This in itself provides a semi-device-independent certification of independence between the randomness source and the device.
- Score: 0.0
- License: http://creativecommons.org/licenses/by/4.0/
- Abstract: Self-testing--the attractive possibility to infer the underlying physics of a quantum device in a black-box scenario--has gained increased traction in recent years, with applications to device-independent quantum information processing. Thus far, self-testing has been done under the assumption that the settings for the requisite Bell test are chosen freely and independently of the device tested in the experiment. That is, the random number generator used to generate the settings has been assumed to have no correlations with the device tested. Here, we extend self-testing protocols beyond the independence assumption. Surprisingly, we show that all pure bipartite partially entangled states can be self-tested provided that the random number generator obeys a residual randomness constraint strictly weaker than the independence assumption. This in itself provides a semi-device-independent certification of independence between the randomness source and the device.
Related papers
- Modulator-free, self-testing quantum random number generator [0.0]
Quantum random number generators (QRNGs) use the inherent unpredictability of quantum mechanics to generate true randomness.<n>We present a practical, self-testing QRNG designed to operate with an untrusted measurement device and a partially characterized source.
arXiv Detail & Related papers (2025-07-16T15:39:29Z) - Network-assist free self-testing of genuine multipartite entangled
states [0.8348593305367524]
Bipartite pure entangled states can be self-tested, but, in the case of multipartite pure entangled states, the answer is not so straightforward.
We provide a self-testing scheme for genuine multipartite pure entangle states in the true sense by employing a generalized Hardy-type non-local argument.
arXiv Detail & Related papers (2023-11-13T12:04:03Z) - Sequential Predictive Two-Sample and Independence Testing [114.4130718687858]
We study the problems of sequential nonparametric two-sample and independence testing.
We build upon the principle of (nonparametric) testing by betting.
arXiv Detail & Related papers (2023-04-29T01:30:33Z) - Sequential Kernelized Independence Testing [77.237958592189]
We design sequential kernelized independence tests inspired by kernelized dependence measures.<n>We demonstrate the power of our approaches on both simulated and real data.
arXiv Detail & Related papers (2022-12-14T18:08:42Z) - Testing randomness of series generated in Bell's experiment [62.997667081978825]
We use a toy fiber optic based setup to generate binary series, and evaluate their level of randomness according to Ville principle.
Series are tested with a battery of standard statistical indicators, Hurst, Kolmogorov complexity, minimum entropy, Takensarity dimension of embedding, and Augmented Dickey Fuller and Kwiatkowski Phillips Schmidt Shin to check station exponent.
The level of randomness of series obtained by applying Toeplitz extractor to rejected series is found to be indistinguishable from the level of non-rejected raw ones.
arXiv Detail & Related papers (2022-08-31T17:39:29Z) - Nonparametric Conditional Local Independence Testing [69.31200003384122]
Conditional local independence is an independence relation among continuous time processes.
No nonparametric test of conditional local independence has been available.
We propose such a nonparametric test based on double machine learning.
arXiv Detail & Related papers (2022-03-25T10:31:02Z) - Sample-efficient device-independent quantum state verification and
certification [68.8204255655161]
Authentication of quantum sources is a crucial task in building reliable and efficient protocols for quantum-information processing.
We develop a systematic approach to device-independent verification of quantum states free of IID assumptions in the finite copy regime.
We show that device-independent verification can be performed with optimal sample efficiency.
arXiv Detail & Related papers (2021-05-12T17:48:04Z) - Certified Randomness From Steering Using Sequential Measurements [0.0]
A single entangled two-qubit pure state can be used to produce arbitrary amounts of certified randomness.
Motivated by these difficulties in the device-independent setting, we consider the scenario of one-sided device independence.
We show how certain aspects of previous work can be adapted to this scenario and provide theoretical bounds on the amount of randomness which can be certified.
arXiv Detail & Related papers (2020-08-03T08:18:29Z) - Certified Randomness from Remote State Preparation Dimension Witness [0.0]
We introduce a remote state preparation dimension witness and a semi-device-independent randomness certification model.
This is one important step towards practical use of Bell test in randomness generation.
arXiv Detail & Related papers (2020-06-19T13:48:48Z) - Semi-Device-Independent Random Number Generation with Flexible
Assumptions [0.0]
We propose a new framework for semi-device-independent randomness certification using a source of trusted vacuum in the form of a signal shutter.
We experimentally demonstrate our protocol with a photonic setup and generate secure random bits under three different assumptions with varying degrees of security and resulting data rates.
arXiv Detail & Related papers (2020-02-27T18:05:17Z) - Using Randomness to decide among Locality, Realism and Ergodicity [91.3755431537592]
An experiment is proposed to find out, or at least to get an indication about, which one is false.
The results of such experiment would be important not only to the foundations of Quantum Mechanics.
arXiv Detail & Related papers (2020-01-06T19:26:32Z)
This list is automatically generated from the titles and abstracts of the papers in this site.
This site does not guarantee the quality of this site (including all information) and is not responsible for any consequences.