The digital landscape is flooded with spam, a constant barrage of unwanted emails. This malicious deluge canoverload online platforms, damaging user interactions. To effectively combat this threat, a multi-faceted methodology is essential. Advanced spam filters are crucial to stopping unsolicited emails at the entry point. Empowering users about