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