The amount of junk email, often termed "spam," is persisting to reach unprecedented levels. This deluge of messages presents a significant risk to both private users and companies. Cybercriminals leverage increasingly advanced techniques, like fraudulent schemes and harmful software, to bypass protective systems and deceive recipients into sharing