The landscape of digital defense is rapidly shifting, and legacy methods are increasingly struggling against sophisticated threats. This review examines several groundbreaking AI-powered cybersecurity tools https://haseebnuzs430165.wikissl.com/2604091/artificial_intelligence_driven_cybersecurity_systems_a_software_review