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