Quantum Key Distribution (QKD) represents a revolutionary advancement in the field of cybersecurity, leveraging the principles of quantum mechanics to enable secure communication. One of the critical components of QKD protocols is privacy amplification, a process that significantly enhances the security of the final key against potential eavesdroppers. To fully comprehend the role and importance