Quantum Error Correction Code-Based Privacy Computation Protocol Design
Jincheng Zhang
Abstract
This paper presents a novel privacy computation protocol design leveraging the inherent properties of quantum error correction (QEC) codes. The core idea is to encode quantum computation data into QEC codes and perform error correction during the computation process, thereby safeguarding data privacy. This approach significantly enhances the security of privacy protection compared to traditional methods. The protocol utilizes a specific QEC code structure to minimize information leakage while performing the desired computation. This design addresses a critical challenge in privacy-preserving quantum computing – the vulnerability of quantum data to eavesdropping – offering a potential pathway towards secure multi-party quantum computation. The effectiveness of the protocol is demonstrated through a theoretical analysis, outlining its key components and security guarantees.