Deceptive content has now turned 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 information is designed to purposely mislead individuals, capture sensitive data, as well as influence users into performing dangerous actions. Ranging