Trust management systems (TMS) are crucial for managing trust in distributed environments. The rise of decentralized systems and blockchain has sparked interest in credential-based decentralized trust management systems (DTMS). This paper bridges the gap between theory and practice through a systematic review of credential-based DTMS. We analyze existing DTMS solutions through multiple dimensions, including their architectural designs, credential mechanisms, and trust evaluation models. Our survey provides a detailed taxonomy of credential-based DTMS approaches and establishes comprehensive evaluation criteria for assessing DTMS implementations. Through extensive analysis of current systems and implementations, we identify critical challenges and promising research directions in the field. Our examination offers valuable insights for researchers and practitioners working on DTMS, particularly in areas such as access control, reputation systems, and blockchain-based trust frameworks.
翻译:信任管理系统(TMS)对于管理分布式环境中的信任至关重要。去中心化系统与区块链的兴起激发了人们对基于凭证的去中心化信任管理系统(DTMS)的研究兴趣。本文通过对凭证式DTMS进行系统性综述,弥合了理论与实践之间的鸿沟。我们从多个维度分析了现有的DTMS解决方案,包括其架构设计、凭证机制和信任评估模型。本综述提供了凭证式DTMS方法的详细分类体系,并建立了评估DTMS实施情况的综合标准。通过对现有系统与实现方案的深入分析,我们指出了该领域的关键挑战与前景广阔的研究方向。本研究为从事DTMS研究与实践的人员提供了宝贵见解,尤其在访问控制、声誉系统及基于区块链的信任框架等领域具有重要参考价值。