Knowledge Discovery of Authorization Rule Based on Rough Set in Trust Based Access Control

doi:10.13190/j.jbupt.2016.02.010

JOURNAL OF BEIJING UNIVERSITY OF POSTS AND TELECOM ›› 2016, Vol. 39 ›› Issue (2): 48-52.doi: 10.13190/j.jbupt.2016.02.010

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Knowledge Discovery of Authorization Rule Based on Rough Set in Trust Based Access Control

ZHAO Bin^1,2,3, HE Jing-sha¹, ZHANG Yi-xuan¹, JI Xin-rong¹, XUAN Xing-gang¹

1. School of Software Engineering, Beijing University of Technology, Beijing 100124, China;
2. Department of Computer Science, Jining University, Shangdong Qufu 273155, China;
3. State Key Laboratory of Digital Publishing Technology, Beijing 100871, China

Received:2015-07-17 Online:2016-04-28 Published:2016-01-29

Abstract

Abstract:

To achieve accurate and timely pre-authorization of access from a subject to an object in access control, a method on knowledge discovery of authorization rules was proposed based on rough set theory to reduce knowledge attributes and to extract decision rules. According to the main characteristics of mappings between trust levels and access rights in trust based access control and combined with access authorization rules, this method makes successful use of the interactive entity authorization information as the data decision information table for the discovery of knowledge. Analysis shows that both the knowledge discovery method and the rough set based authorization rules are effective.

Key words: access control, rough set, knowledge discovery, attribute reduction, authorization rule

CLC Number:

TN393

ZHAO Bin, HE Jing-sha, ZHANG Yi-xuan, JI Xin-rong, XUAN Xing-gang. Knowledge Discovery of Authorization Rule Based on Rough Set in Trust Based Access Control[J]. JOURNAL OF BEIJING UNIVERSITY OF POSTS AND TELECOM, 2016, 39(2): 48-52.

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Knowledge Discovery of Authorization Rule Based on Rough Set in Trust Based Access Control

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