40Gbps Tri-type Quantum Random Number Generator
- URL: http://arxiv.org/abs/2506.05627v1
- Date: Thu, 05 Jun 2025 23:09:16 GMT
- Title: 40Gbps Tri-type Quantum Random Number Generator
- Authors: Jiapeng Zhao, Eneet Kaur, Michael Kilzer, Yihan Liu, Hassan Shapourian, Ramana Kompella, Reza Nejabati,
- Abstract summary: We develop a quantum random number generator that can on-demand produce three distribution types of random numbers at over 60 Gbits/s raw bits.<n>After randomness extraction, over 42 Gbps secure bit rate is demonstrated for uniform random numbers, and over 14 Gbps secure bit rate for Gaussian random number.<n>The random numbers pass NIST and Dieharder tests, and are available for various applications, which can be continuously accessed via Cisco Quantum Random Number web service.
- Score: 0.9333512455090455
- License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/
- Abstract: Traditional quantum random number generators can produce only one type of random number, while the optimal distribution of random numbers for different applications is usually distinct. The typical solution to this challenge is either using different quantum phenomena for different types of random number, or converting one distribution of random numbers to another type. However, the former solution requires multiple hardware systems, while the latter one sacrifices a lot of secure bits. Here, we develop a quantum random number generator that can on-demand produce three distribution types of random numbers at over 60 Gbits/s (Gbps) raw bits by measuring the quantum vacuum noise. After randomness extraction, over 42 Gbps secure bit rate is demonstrated for uniform random numbers, and over 14 Gbps secure bit rate for Gaussian random number. Due to the lack of Rayleigh randomness extraction, only denoised Rayleigh raw bits are generated. Switching between different types of random numbers is achieved in electronics, which does not affect the generation rate. The random numbers pass NIST and Dieharder tests, and are available for various applications, which can be continuously accessed via Cisco Quantum Random Number web service.
Related papers
- SVTest: general purpose software for testing weakly random sources with exemplary application to seismic data analysis enabling quantum amplification [34.82692226532414]
Quantum devices can amplify the privacy of a weak source of randomness.<n>One of the theoretical models of such weak sources are the so-called Santha-Vazirani (SV) sources.<n>We develop software to estimate the parameter characterizing the source's randomness.
arXiv Detail & Related papers (2025-04-09T13:58:34Z) - Efficient Quantum Pseudorandomness from Hamiltonian Phase States [41.94295877935867]
We introduce a quantum hardness assumption called the Hamiltonian Phase State (HPS) problem.<n>We show that our assumption is plausibly fully quantum; meaning, it cannot be used to construct one-way functions.<n>We show that our assumption and its variants allow us to efficiently construct many pseudorandom quantum primitives.
arXiv Detail & Related papers (2024-10-10T16:10:10Z) - Data Analysis Methods Preliminaries for a Photon-based Hardware Random Number Generator [39.58317527488534]
Minecraft is great for games, but not so great for cybersecurity encryption key generation.
PRNGs generate random numbers by quantifying some unpredictable phenomena into a number or string and feeding it into an algorithm.
By using a hardware random number generator (HRNG), random numbers that are not susceptible to the flaws found in PRNGs can be attained at a high rate.
arXiv Detail & Related papers (2024-04-15T00:47:17Z) - Generation of True Quantum Random Numbers with On-Demand Probability
Distributions via Single-Photon Quantum Walks [5.201119608184586]
We show that single-photon quantum walks can generate multi-bit random numbers with on-demand probability distributions.
Our theoretical and experimental results exhibit high fidelity for various selected distributions.
arXiv Detail & Related papers (2024-03-05T03:05:19Z) - Non Deterministic Pseudorandom Generator for Quantum Key Distribution [0.0]
Quantum Key Distribution thrives to achieve perfect secrecy of One time Pad (OTP) through quantum processes.
One of the crucial components of QKD are Quantum Random Number Generators(QRNG) for generation of keys.
This paper proposes a pseudorandom generator based on post quantum primitives.
arXiv Detail & Related papers (2023-11-06T11:03:03Z) - A privacy-preserving publicly verifiable quantum random number generator [48.7576911714538]
We report the implementation of an entanglement-based protocol that allows a third party to publicly perform statistical tests without compromising the privacy of the random bits.
limitations on computing power can restrict an end-user's ability to perform such verification.
arXiv Detail & Related papers (2023-05-18T12:13:48Z) - 100 Gbps Integrated Quantum Random Number Generator Based on Vacuum
Fluctuations [0.26999000177990923]
Communication and cryptography applications call for reliable, fast, unpredictable random number generators.
We experimentally demonstrated an ultrafast generation rate of 100 Gbps, setting a new record for vacuum-based quantum random number generation.
This ultrafast secure random number generator in the chip-scale platform holds promise for next generation communication and cryptography applications.
arXiv Detail & Related papers (2022-09-09T14:58:09Z) - 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) - Generation of 1 Gb full entropy random numbers with the enhanced-NRBG
method [0.13124513975412253]
Experimental demonstration of a non-deterministic random bit generator from a quantum entropy source and a deterministic random bit generator mechanism.
The extracted raw random numbers are further post-processed to generate a high-entropy seed for the hash based deterministic random bit generator.
arXiv Detail & Related papers (2021-08-09T20:06:43Z) - Quantum Random Number Generation using a Solid-State Single-Photon
Source [89.24951036534168]
Quantum random number generation (QRNG) harnesses the intrinsic randomness of quantum mechanical phenomena.
We demonstrate QRNG with a quantum emitter in hexagonal boron nitride.
Our results open a new avenue to the fabrication of on-chip deterministic random number generators.
arXiv Detail & Related papers (2020-01-28T22:47:43Z)
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.