The modern digital environment presents a persistent barrage of online security threats. From complex phishing efforts designed to trick unsuspecting users to harmful software that can disable entire infrastructure, the potential for damage is significant. Extortionware continues to be a major problem, holding data hostage for monetary gain. Furthe