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Cybersecurity concepts may be expressed as a finite set of atomic concerns

AI/ML Theory · arXiv

The claim

Cybersecurity knowledge can be represented through a finite set of foundational atomic concerns

Hanane Houmani · arXiv Paper PDF

Published as: “Atomic Security Concerns: Towards a Foundational Language for Security Knowledge Representation”

So what

If the ASC hypothesis is validated, it could enable more consistent, traceable, and interoperable representation and reasoning across heterogeneous cybersecurity frameworks.

The five-minute version

The paper argues that a relatively small set of Atomic Security Concerns can serve as a common vocabulary to represent a broad spectrum of cybersecurity concepts, including properties, risks, controls, technologies, functions, and organizational capabilities. It introduces the concept of ASCs, defines irreducibility and expressiveness as their key properties, and provides an illustrative taxonomy and composition examples. The claim is supported only by conceptual arguments and example tables, with no empirical validation or formal proof.

What they found 3

Stated limits 2

What’s new here 4

Artifacts & methods 3

Topics

security ontologyknowledge representationcybersecurity taxonomysemantic decompositionconcept compositionformal language designatomicity principlescybersecurity reasoning
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