The increasing volume of unsolicited emails represents a major challenge to digital users everywhere. Initially a minor issue, spam has evolved into a elaborate industry, leveraging modern techniques to bypass defenses and contact unsuspecting individuals. These communications often promis forbidden goods or services, or attempt fake schemes, creat