Spam remains a constant issue online, irritating users and businesses alike. These junk messages, often presented as legitimate offers or urgent notices, appear to flood mailboxes despite sustained efforts to combat them. From discounted products to misleading schemes, the variety of spam is vast , making it a difficult task for individuals to spot