, these sites operate in violation of copyright laws. They distribute intellectual property without the consent of the creators, which directly impacts the revenue of filmmakers, actors, and production crews. Piracy is estimated to cost the global film industry billions of dollars annually, potentially stifling the production of future creative projects. Furthermore, there is a significant security risk