The modern cybersecurity realm is witnessing a remarkable shift, largely propelled by the adoption of AI technologies. Traditionally, threat response relied heavily on signature-based approaches and manual analysis, often struggling to remain competitive with increasingly advanced attacks. However, AI is now enabling a new era of proactive cybersec