“The AI Revolution in Cybersecurity: Transforming Threat Detection, Defense Mechanisms, and Risk Management in the Digital Era”, Intl. J. Rel., vol. 6, no. 1, pp. 228 – 246, Feb. 2025, doi: 10.61707/1dmvn671.