Spam remains a ongoing problem across the internet, relentlessly bombarding email inboxes and polluting online forums. This unwanted digital correspondence frequently takes the form of advertisements, phishing attempts, or malware distribution, presenting a serious threat to individuals and businesses too. Despite persistent efforts by internet pro