Spam continues to be a widespread challenge online, creating a constant risk to users and companies alike. These unwanted messages, often appearing as real communications, aim to advertise services or steal personal information. Despite years of attempts to combat spam, sophisticated techniques employed by perpetrators ensure its persistence as a c