Deceptive content has now grown into one of of the widely prevalent internet-based dangers in recent years, becoming increasingly complex as soon as technology advances. This kind of the deceptive content is intentionally structured to intentionally deceive individuals, steal personal information, or manipulate users into taking harmful steps. Star