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Author:

Lin, Li (Lin, Li.) | Hu, Jian (Hu, Jian.) | Mao, Xinya (Mao, Xinya.) | Zhang, Jianbiao (Zhang, Jianbiao.) (Scholars:张建标)

Indexed by:

CPCI-S EI Scopus

Abstract:

Analyzing similarity of access control policies is very important in many application sceneries, for example, conducting similarity analysis to reduce policy scale in cloud services composition, or through similar policies to find cloud services which have same function. Existing methods of policy similarity analysis are mainly based on logical reasoning or Boolean function comparison, which are computationally expensive and do not scale well for large heterogeneous distributed cloud environments. In this paper, we propose a lightweight approach for analyzing the similarity of heterogeneous policy in cloud environment, called Saphena. In Saphena, paired attributes are used to unify and simplify heterogeneous policies and the similarity of attribute is calculated by utilizing semantic-based analysis method. The similarity of policies is obtained by digging the similarities of all attributes in policies and controlling the corresponding weighting factor. We design a threshold that is used to judge whether similarity among policies. Cloud service providers can set threshold through interface flexibly based on their difference request. Comprehensive experiments have been conducted, which demonstrate the effectiveness of the proposed method by the comparison with the classic cosine similarity analysis arithmetic.

Keyword:

threshold similarity analysis access control heterogeneous policies weighting factor

Author Community:

  • [ 1 ] [Lin, Li]Beijing Univ Technol, Coll Comp Sci, Beijing 100124, Peoples R China
  • [ 2 ] [Hu, Jian]Beijing Univ Technol, Coll Comp Sci, Beijing 100124, Peoples R China
  • [ 3 ] [Mao, Xinya]Beijing Univ Technol, Coll Comp Sci, Beijing 100124, Peoples R China
  • [ 4 ] [Zhang, Jianbiao]Beijing Univ Technol, Coll Comp Sci, Beijing 100124, Peoples R China
  • [ 5 ] [Lin, Li]Beijing Key Lab Trusted Comp, Beijing 100124, Peoples R China
  • [ 6 ] [Hu, Jian]Beijing Key Lab Trusted Comp, Beijing 100124, Peoples R China
  • [ 7 ] [Zhang, Jianbiao]Beijing Key Lab Trusted Comp, Beijing 100124, Peoples R China
  • [ 8 ] [Lin, Li]Natl Engn Lab Classified Informat Secur Protect, Beijing 100124, Peoples R China
  • [ 9 ] [Zhang, Jianbiao]Natl Engn Lab Classified Informat Secur Protect, Beijing 100124, Peoples R China

Reprint Author's Address:

  • [Lin, Li]Beijing Univ Technol, Coll Comp Sci, Beijing 100124, Peoples R China;;[Lin, Li]Beijing Key Lab Trusted Comp, Beijing 100124, Peoples R China;;[Lin, Li]Natl Engn Lab Classified Informat Secur Protect, Beijing 100124, Peoples R China

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Source :

2016 IEEE 3RD INTERNATIONAL CONFERENCE ON CYBER SECURITY AND CLOUD COMPUTING (CSCLOUD)

Year: 2016

Page: 36-41

Language: English

Cited Count:

WoS CC Cited Count: 1

SCOPUS Cited Count: 2

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 0

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