The relentless torrent of spam poses a substantial obstacle to online communities. Spammers employ devious strategies to spread their unsolicited messages, often trying to exploit unsuspecting users. To effectively combat this menace, a multi-faceted approach is essential. This encompasses implementing robust mechanisms to identify spam, educating