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By Thuraisingham, Bhavani

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We will discuss our approach and contributions in Sections II and III of this book. 5 Summary and Directions In this chapter we provided some background information on provenance relevant to our work. First we discussed scalability issues for a secure provenance framework. As mentioned earlier, building a scalable framework is our major goal. Then we discussed aspects of an access control language for provenance. We will discuss details of our language in Section II. Finally, we discussed graph operations on provenance.

Result Query Domain dependent Policy layer User interface manager Policy and inference controller Policy manager Expert advice Policy manager Data controller Inference engine Provenance controller XML DB ... 2 Framework for secure data provenance and inference control. Introduction ◾ 3 a prototype to evaluate the effectiveness of our inference controller. We store the provenance in a Semantic Web-based knowledge base and use Semantic Web reasoners to draw inferences from the explicit information in a provenance graph.

Recursion theoretic properties of the inference problem, Computer Security Foundations Workshop, Franconia, NH, June 1990 (also available as MITRE Report MTP 291, June 1990). Thuraisingham, B. , Collins, M. , Design and implementation of a database inference controller, Data and Knowledge Engineering, Vol. 11, 1993. , Security for the Semantic Web, US-EU Workshop on Semantic Web, Sophia Antipolis, France, October 2001. Thuraisingham, B. , Security standards for the Semantic Web, Computer Standards & Interfaces, Vol.

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