The world in commerce is increasingly confronted by the sophistication of copyright goods. From electronics, these fakes pose a multifaceted threat to both consumers and legitimate businesses. Identifying and combating this harmful trade presents a formidable challenge, requiring innovation from all stakeholders. One crucial aspect of tackling copy