With email accounts flooded and online forums overrun, the spam surge has become a major concern. Users are constantly battling an onslaught of unsolicited messages, spanning from pesky advertisements to dangerous phishing attempts. This ever-growing tide of spam poses a significant danger to individuals and businesses alike. Combatting this issue