With email inboxes flooded and online platforms overrun, the spam surge has become a major problem. Users are constantly facing an onslaught of unsolicited messages, ranging from irritating advertisements to dangerous phishing attempts. This unwelcome tide of spam poses a significant threat to individuals and businesses alike. Combatting this issue