With email inboxes flooded and online platforms overrun, the spam surge has become a major concern. Users are constantly facing an onslaught of unsolicited messages, spanning from annoying advertisements to dangerous phishing attempts. This persistent tide of spam poses a significant danger to individuals and businesses alike. Addressing this issue