AI-Augmented SOC: A Survey of LLMs and Agents for Security Automation. - Siddhant Srinivas; Brandon Kirk; Julissa Zendejas; Michael Espino; Matthew Boskovich; Abdul Bari; Khalil Dajani; Nabeel Alzahrani (J. Cybersecur. Priv., 2025)