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云安全审计中基于日志的用户行为分析

赵春晔 涂山山 陈昊宇 黄永峰

现代电子技术2017,Vol.40Issue(2):1-5,11,6.
现代电子技术2017,Vol.40Issue(2):1-5,11,6.DOI:10.16652/j.issn.1004-373x.2017.02.001

云安全审计中基于日志的用户行为分析

Log-based analysis on users′ behavior in cloud security auditing

赵春晔 1涂山山 1陈昊宇 2黄永峰1

作者信息

  • 1. 清华大学 电子系,北京 100084
  • 2. 北京邮电大学 国际学院,北京 100876
  • 折叠

摘要

Abstract

Cloud Storage provides data storage service for external by combing and coordinating different types of storage devices in the network,so that they can collectively work together. However it always exists a trust game relationship between users and service providers,therefore it is important to build a healthy,fair and secure cloud data service environment for the security auditing on the state of cloud data and operation processes. A cloud security?auditing scheme based on analysis of user behavior(UB)log data from cloud servers is proposed in this paper. The system log information analysis based on UB is realized functionally by description rules of UB. And the existing association rule mining algorithm is improved simultaneously,which is proposed for dealing with the Long Sequence Frequent Pattern(LSFP)to extract UB. The experiment result indicates that the so?lution can implement the tracking and evidence taking of data leakage efficiently for the cloud security auditing.

关键词

云安全审计/日志分析/关联规则/追踪与取证

Key words

cloud security auditing/log analysis/association rule/data tracking and evidence taking

分类

信息技术与安全科学

引用本文复制引用

赵春晔,涂山山,陈昊宇,黄永峰..云安全审计中基于日志的用户行为分析[J].现代电子技术,2017,40(2):1-5,11,6.

基金项目

国家自然科学基金(U1405254;U1536115;U1536207;61271392);中国博士后基金(2015M581101)资助 (2015M581101)

现代电子技术

OA北大核心CSTPCD

1004-373X

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