Challenges
Datasets
Workspaces
Papers
Discussions
Leaderboard
Log inSign up
Challenges
Datasets
Workspaces
Papers
Discussions
Leaderboard
Blog
Job Board
Q3AS

© 2026 Aqora Quantum S.A.S.

TermsPrivacyLegal Notice

Quantum 2.0 Conference and Exhibition

Real-time Quantum Random Number Generation with Integrated Photonics: Robustness and Scalability for Industrial Deployment

Davide G. Marangon, Peter Raymond Smith, Nathan Walk, Taofiq K. Paraïso, J. F. Dynes, V. Lovic, Mirko Sanzaro, Thomas Roger, Innocenzo De Marco, Marco Lucamarini, Zhiliang L. Yuan, Andrew J. Shields

Published Jan 1, 2024• 0 citations
Publisher

Abstract

We present a fast, scalable quantum random number generator using integrated photonics on an electronic platform. It operates continuously at gigahertz rates, with minimal variations, and achieves secure 2 Gbit/s generation in an uncontrolled environment.
DOI
10.1364/quantum.2024.qm4b.2

Related papers

Multiplexed Quantum Random Number Generation

Ben Haylock, Daniel Peace, Francesco Lenzini +2 more

Fast secure random number generation is essential for high-speed encrypted communication, and is the backbone of information security. Generation of truly random numbers depends on the intrinsic randomness of the process used and is usually limited by electronic bandwidth and signal processing data rates. Here we use a multiplexing scheme to create a fast quantum random number generator structurally tailored to encryption for distributed computing, and high bit-rate data transfer. We use vacuum fluctuations measured by seven homodyne detectors as quantum randomness sources, multiplexed using a single integrated optical device. We obtain a real-time random number generation rate of 3.08 Gbit/s, from only 27.5 MHz of sampled detector bandwidth. Furthermore, we take advantage of the multiplexed nature of our system to demonstrate an unseeded strong extractor with a generation rate of 26 Mbit/s.

arXiv:1801.06926•Quantum•May 13, 2019•41 citations

64.9 Gbit/s real-time quantum random number generator with an integrated photonic-electronic detector

Axl Bomhals, Cédric Bruynsteen, Xin Liang Yin

We present an FPGA-based quantum random number generator using a low-power customdesigned integrated vacuum fluctuation source. An adaptive, efficient and fast Toeplitz hashing scheme is developed for FPGA, delivering a record extracting rate of 64.9 Gbit/s for secure usage in real time.

IET conference proceedings.•Nov 13, 2023•2 citations

Towards Laser-based Photonic Chip Integrated Quantum Random Number Generators

Metin Sabuncu

Lasers are recently being used more frequently in random number generators. The world record in random number generation was broken by the help of lasers. The world's fastest quantum random number generators utilize lasers to tap into the random fluctuations in order to extract true random bit sequences. We investigate a system based on a Nd:YAG laser that potentially generates true random bits at Gbit/s rates. As photonic on chip technologies progress we foresee laser based high speed random number generators integrated on chips. Such a photonic chip will create a revolution in the technology of security devices that employ quantum cryptography techniques for secure communication.

Lasers in Engineering•Jan 1, 2016•0 citations

Real-time fast physical random number generator with a photonic integrated circuit

Kazusa Ugajin, Yuta Terashima, Kento Iwakawa +4 more

Random number generators are essential for applications in information security and numerical simulations. Most optical-chaos-based random number generators produce random bit sequences by offline post-processing with large optical components. We demonstrate a real-time hardware implementation of a fast physical random number generator with a photonic integrated circuit and a field programmable gate array (FPGA) electronic board. We generate 1-Tbit random bit sequences and evaluate their statistical randomness using NIST Special Publication 800-22 and TestU01. All of the BigCrush tests in TestU01 are passed using 410-Gbit random bit sequences. A maximum real-time generation rate of 21.1 Gb/s is achieved for random bit sequences in binary format stored in a computer, which can be directly used for applications involving secret keys in cryptography and random seeds in large-scale numerical simulations.

Optics Express•Mar 13, 2017•81 citations

100 Gbit/s Secure and Real-Time Vacuum Fluctuation Based Quantum Random Number Generator

Axl Bomhals, Cédric Bruynsteen, Caro Meysmans +2 more

True randomness is an essential requirement in numerous classical and quantum cryptographic systems and applications to guarantee secure communication, necessitating the research and design of promising quantum random number generators. As communication systems become more randomness consuming, current generators fail to deliver the required throughput mainly due to slow and often delayed post-processing. To address these performance issues, this work presents an FPGA-based quantum random number generator based on our previous work that uses a low optical power, custom-designed integrated vacuum fluctuation source. An adaptive, efficient and fast Toeplitz hashing scheme is developed with a configurable security factor, making it suitable for a wide range of applications. The high clearance and large bandwidth of the low-noise photonic-electronic detector in combination with hardware accelerated processing makes it possible for the presented dual channel generator to deliver a record generation rate of 100.3 Gbit/s for secure usage in real-time. Due to the small form factor, the design shows promise to be fully integrated into a custom-packaged device.

Journal of Lightwave Technology•Feb 23, 2026•1 citation

Noise-Rejecting Photonic Integrated Circuit for Robust Quantum Random Number Generation

Peter Raymond Smith, Davide G. Marangon, T. K. Paraiso +2 more

Recent advancements in integrated photonics have shown great promise for the serial production of chip-scale quantum random number generators (QRNG). Considerable progress has been made towards developing fully on-chip QRNGs that exploit the interference of phase-randomized fields from two independent lasers. While a common alternative design, based on a single laser and interferometer, would further improve power consumption and ease of operation, monolithic integration of such a design has thus far faced challenges, including high losses and crosstalk. We solve these key challenges and report fast single-laser interferometric QRNGs integrated onto monolithic chips. By combining on-chip optical amplification with electronic common-mode rejection techniques, our photonic integrated circuits (PICs) stably convert the spontaneous emission phase noise of a diode laser into electronic pulses of high-contrast random intensity at GHz clock rates. Using real-time, hash-function-based randomness extraction, uniformly distributed, truly unpredictable random numbers are generated at a rate of 3 Gbps.

Optical Fiber Communication Conference•Aug 18, 2025•4 citations
Fast secure random number generation is essential for high-speed encrypted communication, and is the backbone of information security. Generation of truly random numbers depends on the intrinsic randomness of the process used and is usually limited by electronic bandwidth and signal processing data rates. Here we use a multiplexing scheme to create a fast quantum random number generator structurally tailored to encryption for distributed computing, and high bit-rate data transfer. We use vacuum fluctuations measured by seven homodyne detectors as quantum randomness sources, multiplexed using a single integrated optical device. We obtain a real-time random number generation rate of 3.08 Gbit/s, from only 27.5 MHz of sampled detector bandwidth. Furthermore, we take advantage of the multiplexed nature of our system to demonstrate an unseeded strong extractor with a generation rate of 26 Mbit/s.
Lasers are recently being used more frequently in random number generators. The world record in random number generation was broken by the help of lasers. The world's fastest quantum random number generators utilize lasers to tap into the random fluctuations in order to extract true random bit sequences. We investigate a system based on a Nd:YAG laser that potentially generates true random bits at Gbit/s rates. As photonic on chip technologies progress we foresee laser based high speed random number generators integrated on chips. Such a photonic chip will create a revolution in the technology of security devices that employ quantum cryptography techniques for secure communication.
Random number generators are essential for applications in information security and numerical simulations. Most optical-chaos-based random number generators produce random bit sequences by offline post-processing with large optical components. We demonstrate a real-time hardware implementation of a fast physical random number generator with a photonic integrated circuit and a field programmable gate array (FPGA) electronic board. We generate 1-Tbit random bit sequences and evaluate their statistical randomness using NIST Special Publication 800-22 and TestU01. All of the BigCrush tests in TestU01 are passed using 410-Gbit random bit sequences. A maximum real-time generation rate of 21.1 Gb/s is achieved for random bit sequences in binary format stored in a computer, which can be directly used for applications involving secret keys in cryptography and random seeds in large-scale numerical simulations.
True randomness is an essential requirement in numerous classical and quantum cryptographic systems and applications to guarantee secure communication, necessitating the research and design of promising quantum random number generators. As communication systems become more randomness consuming, current generators fail to deliver the required throughput mainly due to slow and often delayed post-processing. To address these performance issues, this work presents an FPGA-based quantum random number generator based on our previous work that uses a low optical power, custom-designed integrated vacuum fluctuation source. An adaptive, efficient and fast Toeplitz hashing scheme is developed with a configurable security factor, making it suitable for a wide range of applications. The high clearance and large bandwidth of the low-noise photonic-electronic detector in combination with hardware accelerated processing makes it possible for the presented dual channel generator to deliver a record generation rate of 100.3 Gbit/s for secure usage in real-time. Due to the small form factor, the design shows promise to be fully integrated into a custom-packaged device.
Recent advancements in integrated photonics have shown great promise for the serial production of chip-scale quantum random number generators (QRNG). Considerable progress has been made towards developing fully on-chip QRNGs that exploit the interference of phase-randomized fields from two independent lasers. While a common alternative design, based on a single laser and interferometer, would further improve power consumption and ease of operation, monolithic integration of such a design has thus far faced challenges, including high losses and crosstalk. We solve these key challenges and report fast single-laser interferometric QRNGs integrated onto monolithic chips. By combining on-chip optical amplification with electronic common-mode rejection techniques, our photonic integrated circuits (PICs) stably convert the spontaneous emission phase noise of a diode laser into electronic pulses of high-contrast random intensity at GHz clock rates. Using real-time, hash-function-based randomness extraction, uniformly distributed, truly unpredictable random numbers are generated at a rate of 3 Gbps.