The increasing quantity of spam represents a serious challenge to internet users worldwide. Initially a limited issue, spam has transformed into a complex industry, utilizing modern techniques to bypass defenses and reach unsuspecting individuals. These communications often offer illicit goods or services, or attempt deceptive schemes, presenting a