The growing quantity of junk mail represents a significant problem to online users worldwide. Initially a small nuisance, spam has transformed into a sophisticated industry, leveraging cutting-edge techniques to bypass security and reach unsuspecting individuals. These emails often advertise illicit goods or services, or attempt deceptive schemes,