I. Introduction
With the development of information technology, data sharing among organizations faces challenges. Different definitions of data and data silos increase communication costs, and data security is often threatened. The development of blockchain technology has led to its widespread application in information security fields such as data sharing [1]. However, challenges exist in this area, including issues related to data transparency, incomplete privacy protection, and the potential for malicious activities that could lead to privacy breaches and information linkage problems[2].