Dr. A. Shaji George (2026) “Architectural Convergence in Security Operations: A Technical Framework for AI-Augmented Threat Detection, Automated Response, and Organizational Cyber Resilience”, Partners Universal Innovative Research Publication, 4(2), pp. 67–91. doi: 10.5281/zenodo.19986642.