The relentless surge of spam poses a major obstacle to online services. Spammers employ clever strategies to disseminate their unsolicited messages, often aiming to deceive unsuspecting users. To effectively fight this threat, a multi-faceted strategy is crucial. This encompasses implementing robust systems to flag spam, training users about fraudu