
As the digital battlefield becomes saturated with AI-powered threats designed by malicious actors, the necessity for an equally sophisticated, AI-driven defense mechanism is no longer a strategic advantage but a fundamental requirement for survival. The integration of Artificial Intelligence into cybersecurity automation represents a significant advancement in the digital defense sector. This review explores the evolution of this technology, its










