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cs.NI2026
Intent-Driven 6G Service Orchestration: Grounded Translation, Validation, and Decomposition
Jean Martins, Leonid Mokrushin, Marin Orlic +1
Intent-based automation for 6G envisions networks steered by high-level goals rather than low-level configurations. Existing LLM-based approaches translate natural language into pl…
cs.CR2026
Dynamic Authorization for Knowledge-Base Agents in 6G
Loay Abdelrazek, Leyli Karacay, Marin Orlic
As 6G architectures transition toward decentralized Multi-Agent Systems (MAS), ensuring secure access to shared Knowledge Bases (KB) is critical. Traditional authorization models l…
cs.AI2026
TIO-SHACL: Comprehensive SHACL validation for TMF Intent Ontologies
Jean Martins, Leonid Mokrushin, Marin Orlic
Intent-based networking promises to revolutionize telecommunications network management by enabling operators to specify high-level goals rather than low-level configurations. The…