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Conference on Lasers and Electro-Optics Europe & European Quantum Electronics Conference (CLEO/Europe-EQEC)

Fast real-time random numbers from vacuum fluctuations

Thomas Symul, Syed M. Assad, Ping Koy Lam

Published May 1, 2013• 0 citations
Publisher

Abstract

Summary form only given. The availability of fast and good quality random numbers is necessary to deploy quantum key distribution devices. The state of the universe according to classical mechanics is perfectly determined via its initial conditions. However, in quantum mechanics, the Heisenberg uncertainty relation provides a source of randomness. We present an experiment that taps to this source to provide a fast and reliable stream of random bits.Our experiment setup involves performing a continuous variable homodyne detection of the quantum vacuum state [1]. A 1550 nm fibre coupled laser is split at a 50/50 beam splitter whose outputs are optically coupled to two identical high-speed photo detectors whose photocurrent difference provides a source of entropy. Using methods from classical information theory based on secure hashing functions, the entropy contributions from classical sources, like the electronic dark noise, are characterised and removed from the final generated bits (fig1). This ensures that the randomness in the final bits is solely driven by the quantum fluctuations. The entropy and randomness of the bits generated are being periodically tested using various standard statistical tests on randomness (fig 2). Each test returns a p-value. For a random sequence of numbers, the distributions of the p-values are expected to be uniform.The setup is reliable and robust. To date, it has been continuously generating random bits for more than months at a constant rate of 5.7 Gbits/s. The quantum random numbers are available online [2] via a secure and convenient connection. So far, we have received more than 190000 visits from all over the world served over 40 Gigabytes of random numbers. Each client connection is served with a fresh set of bits.

DOI
10.1109/cleoe-iqec.2013.6801731

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Summary form only given. The availability of fast and good quality random numbers is necessary to deploy quantum key distribution devices. The state of the universe according to classical mechanics is perfectly determined via its initial conditions. However, in quantum mechanics, the Heisenberg uncertainty relation provides a source of randomness. We present an experiment that taps to this source to provide a fast and reliable stream of random bits.Our experiment setup involves performing a continuous variable homodyne detection of the quantum vacuum state [1]. A 1550 nm fibre coupled laser is split at a 50/50 beam splitter whose outputs are optically coupled to two identical high-speed photo detectors whose photocurrent difference provides a source of entropy. Using methods from classical information theory based on secure hashing functions, the entropy contributions from classical sources, like the electronic dark noise, are characterised and removed from the final generated bits (fig1). This ensures that the randomness in the final bits is solely driven by the quantum fluctuations. The entropy and randomness of the bits generated are being periodically tested using various standard statistical tests on randomness (fig 2). Each test returns a p-value. For a random sequence of numbers, the distributions of the p-values are expected to be uniform.The setup is reliable and robust. To date, it has been continuously generating random bits for more than months at a constant rate of 5.7 Gbits/s. The quantum random numbers are available online [2] via a secure and convenient connection. So far, we have received more than 190000 visits from all over the world served over 40 Gigabytes of random numbers. Each client connection is served with a fresh set of bits.
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.
Generating high-speed, verifiable random numbers is a fundamental requirement for cryptography, large-scale stochastic simulations, and secure quantum communication. Here, we present a robust quantum random number generator that utilizes the spatial distribution of quantum fluctuations captured by an electron-multiplying charge-coupled device operated in high-speed kinetic mode. Through rigorous detector calibration and shot-noise analysis, we characterize the spatial quantum noise obtained from the spatial intensity fluctuations of the coherent states of light. Such quantum noise serves as a high-entropy source, enabling an instantaneous random bit generation rate of 5.92 Gbps without algorithmic randomness extraction in the present configuration. The sustained output rate is, however, limited to 7.5 Mbps by the bandwidth of the serial electronic readout. The generated sequences successfully pass the NIST SP 800-22 and Marsaglia Diehard statistical test suites, confirming the high quality and unpredictability of the entropy source.
Unpredictable random number (RN) generation is an essential technology for cryptographic applications. Quantum RN generators (QRNGs) have attracted significant attention owing to their generation of RNs utilizing the randomness guaranteed by quantum mechanics. Vacuum fluctuations are a promising entropy source of quantum randomness. These are detected using a homodyne setup with a laser source and a beam splitter. QRNGs based on vacuum fluctuations can generate RNs at a high-speed and in a stable manner. This paper reports a high-speed spatially multiplexed QRNG based on vacuum fluctuations using a single semiconductor laser diode and an integrated optical beam splitter. The QRNG obtained four independent vacuum fluctuations across a wide bandwidth of over 2 GHz. The RNs were extracted in parallel using a field-programmable gate array with analog-to-digital converters. An aggregated real-time RN generation rate of 4×12.5 Gbit/s was achieved. The generated RNs passed a randomness test based on NIST SP800-90B.
Quantum random number generators (QRNGs) based on quadrature measurements of the vacuum have so far used balanced homodyne detection to obtain a source of high entropy. Here we propose a simple direct detection measurement scheme using only a laser and a photodiode that still extracts randomness from vacuum fluctuations. We prove the security of the QRNG based on a reduced set of assumptions in comparison to previous security proofs for quadrature detection as our proof does not require the laser or electronic noise to be Gaussian. Using a low-cost setup based on a vertical-cavity surface-emitting laser we experimentally implement the QRNG scheme. We propose a system characterization method, apply it to our implementation and demonstrate a real-time randomness extraction rate of 3.41 Gbit per second. The unique combination of speed, low cost, and rigorous security proof gives our QRNG design a large potential for a wide-scale usage in a variety of applications ranging from quantum key distribution to mobile applications and internet of things.
Self-testing and semi-device independent protocols are becoming the preferred choice for quantum technologies, being able to certify their quantum nature with few assumptions and simple experimental implementations. In particular, for quantum random number generators, the possibility of monitoring, in real time, the entropy of the source only by measuring the input/output statistics is a characteristic that no other classical system could provide. The cost of this possibility is not necessarily increased complexity and reduced performance. Indeed, here we show that with a simple optical setup consisting of commercially available components, a high bit generation rate can be achieved. We manage to certify 145.5 MHz of quantum random bit generation rate.