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RDF(S) repository privacy protection via inference control

RDF(S) repository privacy protection via inference control
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摘要 The privacy protection of resource description framework (schema) (RDF(S) ) repository is an emerging topic in database security area. In this paper, entailment rules are investigated based on RDF(S) repository firstly. Then, an idea that uses reasoning closure to judge whether the privacy disclosure caused by inference is existed is proposed. Furthermore, the definitions of impli- cation conditions and information measure of triple statements which gains data hiding algorithm with combining proposition logic reasoning theory are introduced. Meanwhile, a conversion method from conjunctive normal form to disjunctive normal form based minimal hitting sets of set cluster is aiso proposed. Finally, the experimental results show that our algorithm can prevent privacy disclosure of RDF(S) repository effectively. The privacy protection of resource description framework (schema) (RDF(S) ) repository is an emerging topic in database security area. In this paper, entailment rules are investigated based on RDF(S) repository firstly. Then, an idea that uses reasoning closure to judge whether the privacy disclosure caused by inference is existed is proposed. Furthermore, the definitions of impli- cation conditions and information measure of triple statements which gains data hiding algorithm with combining proposition logic reasoning theory are introduced. Meanwhile, a conversion method from conjunctive normal form to disjunctive normal form based minimal hitting sets of set cluster is aiso proposed. Finally, the experimental results show that our algorithm can prevent privacy disclosure of RDF(S) repository effectively.
出处 《Journal of Beijing Institute of Technology》 EI CAS 2014年第4期495-501,共7页 北京理工大学学报(英文版)
基金 Supported by the National Natural Science Foundation of China(61272511)
关键词 resource description framework (RDF) reasoning closure privacy disclosure infor-mation measure entailment rule minimal hitting set resource description framework (RDF) reasoning closure privacy disclosure infor-mation measure entailment rule minimal hitting set
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