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A Standardized Ontology for Intent-Based Security Management in Autonomous Networks
[Submitted on 26 May 2026 (v1), last revised 15 Jun 2026 (this v · 2026-05-28 · via cs updates on arXiv.org

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Abstract:Modern 5G-Advanced and emerging 6G architectures face complex, multi-layered threat vectors that outpace traditional manual security configurations. Shifting security management towards autonomous, self-protecting operation requires formal semantic frameworks. This work specifies the TM Forum TR292I Security Ontology v4.0.0, a standardized Resource Description Framework Schema (RDFS) compliant vocabulary for declarative security management. By natively extending the TM Forum Intent Common Model (ICM), the ontology decouples high-level security goals from underlying technical controls. Crucially, it embeds resource cost mapping properties to ensure autonomous mitigation actions safeguard Service Level Agreements (SLAs). We validate this model-driven architecture through a formal semantic walkthrough of a distributed Denial of Service (DDoS) mitigation sequence on a disaggregated Next-Generation NodeB (gNB) slice using W3C Turtle and SPARQL. The results demonstrate that runtime constraint conflicts are resolved dynamically without human intervention, establishing a reproducible framework for standardized, intent-driven network security orchestration.

Submission history

From: Loay Abdelrazek [view email]
[v1] Tue, 26 May 2026 22:35:01 UTC (12 KB)
[v2] Mon, 15 Jun 2026 09:59:45 UTC (16 KB)