The domain of digital networking has witnessed a lot of advancements, one of which is peer-to-peer (P2P) networks for file sharing. These networks gained significant traction with the success of Napster, BitTorrent, Gnutella, and Kazaa [13]. P2P networks offer enhanced scalability and resilience by eliminating the need to go through a server [24]. While the P2P network has transformed the file-sharing landscape, the main challenge these networks face is the ability to determine their peers’ trustworthiness accurately.