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基于谱聚类的访问控制异常权限配置挖掘机制

房梁 殷丽华 李凤华 方滨兴

通信学报2017,Vol.38Issue(12):63-72,10.
通信学报2017,Vol.38Issue(12):63-72,10.DOI:10.11959/j.issn.1000-436x.2017285

基于谱聚类的访问控制异常权限配置挖掘机制

Spectral-clustering-based abnormal permission assignments hunting framework

房梁 1殷丽华 2李凤华 3方滨兴2

作者信息

  • 1. 北京邮电大学网络空间安全学院,北京 100876
  • 2. 中国科学院信息工程研究所信息安全国家重点实验室,北京 100093
  • 3. 广州大学网络空间先进技术研究院,广东 广州 510006
  • 折叠

摘要

Abstract

Migrating traditional access control,such as mandatory and discretionary access control,into role-based access control(RBAC)lightens a practical way to improve the user-permission management efficiency.To guarantee the security of RBAC system,it is important to generate proper roles during the migration.However,abnormal user-permission configura-tions lead to wrong roles and cause tremendous security risks.To hunt the potential abnormal user-permission configura-tions,a novel spectral clustering based abnormal configuration hunting framework was proposed and recommendations were given to correct these configurations.Experimental results show its performance over existing solutions.

关键词

访问控制/异常权限配置/谱聚类

Key words

access control/abnormal configurations/spectral clustering

分类

信息技术与安全科学

引用本文复制引用

房梁,殷丽华,李凤华,方滨兴..基于谱聚类的访问控制异常权限配置挖掘机制[J].通信学报,2017,38(12):63-72,10.

基金项目

国家重点研发计划基金资助项目(No.2016YFB0801001) (No.2016YFB0801001)

国家自然科学基金资助项目(No.61672515) (No.61672515)

东莞市引进创新科研团队计划基金资助项目(No.201636000100038)The National Key Research and Development Program of China (No.2016YFB0801001),The National Natural Science Foundation of China (No.61672515),Dongguan Innovative Research Team Program (No.201636000100038) (No.201636000100038)

通信学报

OA北大核心CSCDCSTPCD

1000-436X

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