AutoSec-RAN: Specification-Grounded LLM Fine-Tuning for Automated Security Analysis of O-RAN

This paper presents AutoSec-RAN, a specification-grounded large language model LLM framework for automated security triage of Open Radio Access Network O-RAN testing. Unlike approaches relying on static rule sets or privileged access to raw packet captures, AutoSec-RAN fine-tunes...