Abstract: Billions of people use the internet daily, and the huge amount of data transmission have a significant challenge to security. Different security methods have been proposed to reduce security ...

Abstract: In this paper, we propose a novel decoding method for Quantum Low-Density Parity-Check (QLDPC) codes based on Graph Neural Networks (GNNs). Similar to the Belief Propagation (BP)-based QLDPC ...