Artificial Intelligence in Cyber Warfare From Human Speed to Machine Speed

Abstract The domain of cyber warfare is transitioning from an era of simple digital tools to the age of AI-driven cyber warfare. Artificial Intelligence (AI) and Machine Leaing (ML) are transforming all three pillars of cyber operations—attack, defense, and intelligence analysis. These technologies provide an unprecedented strategic advantage to both state and non-state actors while simultaneously posing existential threats to national security, privacy,