Independence as an Architectural Property: A Research Direction for Multi-Source Cryptographic Entropy

True random number generators that seed cryptographic systems are evaluated on two properties: the entropy density of the physical noise being sampled and the independence of the samples produced. NIST SP 800-90B specifies that a multi-source entropy generator may combine multiple noise sources only when the sources are independent. In current practice, independence is achieved by substrate engineering: chaotic laser arrays and microcomb-based parallel chaos sources are designed to be independent at the optical substrate. This paper argues that the next architectural direction for multi-source entropy generation in critical-infrastructure cryptography is to design for verifiable independence at the joint-observation level — to build entropy architectures in which the independence of sampled noise is a measurable architectural property rather than an assumed substrate property.

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Publication Details

Journal
Open MIND
Published
2026-05-11
DOI
https://doi.org/10.5281/zenodo.20117647
Primary Topic
Chaos-based Image/Signal Encryption
Type
preprint
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preprint

Independence as an Architectural Property: A Research Direction for Multi-Source Cryptographic Entropy

Jorge Enrique Flores Montano
Open MIND
Chaos-based Image/Signal Encryption
preprint

Independence as an Architectural Property: A Research Direction for Multi-Source Cryptographic Entropy

Jorge Enrique Flores Montano
preprint en

Abstract

True random number generators that seed cryptographic systems are evaluated on two properties: the entropy density of the physical noise being sampled and the independence of the samples produced. NIST SP 800-90B specifies that a multi-source entropy generator may combine multiple noise sources only when the sources are independent. In current practice, independence is achieved by substrate engineering: chaotic laser arrays and microcomb-based parallel chaos sources are designed to be independent at the optical substrate. This paper argues that the next architectural direction for multi-source entropy generation in critical-infrastructure cryptography is to design for verifiable independence at the joint-observation level — to build entropy architectures in which the independence of sampled noise is a measurable architectural property rather than an assumed substrate property.

Open MIND
Automated Precision (United States) (US)
Industry, innovation and infrastructure
Chaos-based Image/Signal Encryption
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