Abstract

Quantum random number generators promise perfectly unpredictable random numbers. A popular approach to quantum random number generation is homodyne measurements of the vacuum state, the ground state of the electro-magnetic field. Here we experimentally implement such a quantum random number generator, and derive a security proof that considers quantum side-information instead of classical side-information only. Based on the assumptions of Gaussianity and stationarity of noise processes, our security analysis furthermore includes correlations between consecutive measurement outcomes due to finite detection bandwidth, as well as analog-to-digital converter imperfections. We characterize our experimental realization by bounding measured parameters of the stochastic model determining the min-entropy of the system’s measurement outcomes, and we demonstrate a real-time generation rate of 2.9 Gbit/s. Our generator follows a trusted, device-dependent, approach. By treating side-information quantum mechanically an important restriction on adversaries is removed, which usually was reserved to semi-device-independent and device-independent schemes.

Highlights

  • Quantum random number generators promise perfectly unpredictable random numbers

  • We have demonstrated a quantum random number generators (QRNGs) based on the measurement of vacuum fluctuations with real-time extraction at a rate of 2.9

  • 10À32 þ 3 ́ 10À10 þ 2 ́ QRNG runs in the past with the same seed for the randomness extractor, εhash is the security parameter related to the removal of side information [see

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Summary

Introduction

A popular approach to quantum random number generation is homodyne measurements of the vacuum state, the ground state of the electro-magnetic field. Random numbers are ubiquitous in modern society[1] They are used in numerous applications ranging from cryptography, simulations, and gambling, to fundamental tests of physics. One particular approach of increasing interest due to its high practicality is the optical quadrature measurements of the vacuum state by means of a simple homodyne detection[6,7,8]. This approach combines simplicity, costeffectiveness, chip integrability, and high generation speed. Quantum side information was taken into account for a source-independent QRNG9–12, which requires a more complex measurement apparatus

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