Email spoofing, a malicious tactic employed by cybercriminals, disguises the true sender identity to manipulate unsuspecting recipients. Attackers fabricate fraudulent emails that appear to originate from trusted sources, sowing seeds of doubt and inducing users to divulge sensitive data. This sophisticated scheme can have devastating consequences,