Digital piracy platforms like PagalMovies facilitate illegal access to web series and films, resulting in significant financial losses for the entertainment industry. Users accessing these unauthorized sites face substantial cybersecurity risks, including malware, phishing, and potential legal consequences, making official platforms like Netflix and MX Player the only secure alternatives [1].