Quantum True Random Number Generators
Statistical Properties, Quantumness and Security Certification
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Beschreibung
This book focuses on Quantum True Random Number Generators (QTRNGs), presenting a comprehensive and critical treatment of randomness generation and the certification of quantumness. A central objective is to address the widespread misconception that passing classical statistical randomness tests is sufficient to certify the quantum nature of a random number generator. The primary purpose of the book is to establish a rigorous framework for evaluating and certifying QRNGs. A central goal is to correct the misconception that standard statistical tests are sufficient to prove a device is ‘quantum’. The authors demonstrate that classical PRNGs and quantum sources often produce statistically indistinguishable outputs, meaning standard tests cannot certify the source of randomness, only its quality. This book aims to bridge the gap between theoretical quantum physics and practical cryptographic engineering by proposing robust certification methodologies.
This book focuses on Quantum True Random Number Generators (QTRNGs), presenting a comprehensive and critical treatment of randomness generation and the certification of quantumness. A central objective is to address the widespread misconception that passing classical statistical randomness tests is sufficient to certify the quantum nature of a random number generator. The primary purpose of the book is to establish a rigorous framework for evaluating and certifying QRNGs. A central goal is to correct the misconception that standard statistical tests are sufficient to prove a device is ‘quantum’. The authors demonstrate that classical PRNGs and quantum sources often produce statistically indistinguishable outputs, meaning standard tests cannot certify the source of randomness, only its quality. This book aims to bridge the gap between theoretical quantum physics and practical cryptographic engineering by proposing robust certification methodologies.
Focuses on Quantum True Random Number Generators (QTRNGs) Contains comprehensive experimental comparison of quantum and classical generators Provides unified framework integrating NIST, Diehard, ENT, AIS, and Bool randomness tests
Autor*in
Arpita Maitra
Themen in »Quantum True Random Number Generators«
Quantum Random Number Generator Statistical Test Suite BoolTest Bell Inequality Leggett-Garg Inequality Security Evaluation Machine Learning Technique