Pavan Madduri (2026) “AI Security: Preemptive Cybersecurity: Using Ai Agents For Proactive Threat Hunting In Cloud-Native Environments”, Acta Scientiae, 27(1), pp. 169–180. doi: 10.22178/acta.27.1.14.