对NoSQL数据库的属性基于访问控制
Eeshan Gupta1, Shamik Sural1, Jaideep Vaidya2
1Indian Institute of Technology, Kharagpur, India.
概括
基于属性的访问控制 (ABAC) 通过集成灵活,动态的访问策略来增强NoSQL数据库的安全性. 这种方法可以在传统上使用基于角色的访问控制 (RBAC) 的MongoDB等系统中改善数据保护.
科学领域:
- 计算机科学 计算机科学
- 数据库安全 数据库安全
- 信息系统信息系统信息系统
背景情况:
- NoSQL数据库越来越多地用于非结构化数据,要求强大的安全性.
- 像MongoDB这样的NoSQL数据库中现有的基于角色的访问控制 (RBAC) 在灵活性方面存在限制.
- 基于属性的访问控制 (ABAC) 提供了动态和细分的访问管理.
研究的目的:
- 在NoSQL数据库中提出和评估基于属性的访问控制 (ABAC) 的集成方法.
- 为了证明在MongoDB中实施ABAC的可行性.
- 评估ABAC在NoSQL环境中的性能影响.
主要方法:
- 开发了一个针对NoSQL数据库环境量身定制的ABAC模型.
- 在MongoDB中实现了ABAC模型.
- 进行了性能测试,以评估ABAC集成的效率.
主要成果:
- 成功地将ABAC集成到MongoDB中,将其访问控制功能扩展到RBAC之外.
- 证明了 ABAC 可以有效地在 NoSQL 数据库中实现.
- 性能结果表明,ABAC在高容量数据场景中管理访问的可行性.
结论:
- ABAC为NoSQL数据库提供了灵活和动态的安全增强.
- 拟议的方法适用于MongoDB和潜在的其他NoSQL系统.
- 整合ABAC解决了在NoSQL环境中日益增长的对复杂数据安全性的需求.
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