Email has revolutionized communication, offering a swift and convenient way to correspond. Unfortunately, this digital marvel is plagued by an unwelcome guest: spam. This unsolicited electronic junk bombards our inboxes with dubious schemes, often clogging up valuable space and wasting our time. Despite sophisticated anti-spam tools, spam persists,