Spam continues to be a widespread issue online, creating a ongoing risk to people and organizations alike. These junk messages, often appearing as legitimate communications, aim to sell products or obtain personal information. Despite years of attempts to fight spam, clever techniques employed by perpetrators ensure its endurance as a key concern i