The internet has become a veritable battleground against malicious spam. Every day, millions of communications flood inboxes, jamming our digital lives. These unsolicited messages can range from harmless advertisements to harmful scams that try to steal personal information. Confronting this constant tide of spam requires a multi-pronged approach,