The relentless flood of spam poses a substantial obstacle to online communities. Spammers employ sophisticated methods to spread their unsolicited emails, often aiming to exploit unsuspecting users. To effectively combat this problem, a multi-faceted plan is crucial. This includes implementing robust filters to detect spam, informing users about on