Secure Data Provenance and Inference Control with Semantic Web: 1st Edition (e-Book) book cover

Secure Data Provenance and Inference Control with Semantic Web

1st Edition

By Bhavani Thuraisingham, Tyrone Cadenhead, Murat Kantarcioglu, Vaibhav Khadilkar

Auerbach Publications

478 pages

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Hardback: 9781466569430
pub: 2014-08-01
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pub: 2014-08-01
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Description

With an ever-increasing amount of information on the web, it is critical to understand the pedigree, quality, and accuracy of your data. Using provenance, you can ascertain the quality of data based on its ancestral data and derivations, track back to sources of errors, allow automatic re-enactment of derivations to update data, and provide attribu

Table of Contents

Introduction. Supporting Technologies. Security and Provenance. Access Control and Semantic Web. The Inference Problem. Inference Engines. Inferencing Examples. Cloud Computing Tools and Frameworks. Section II Secure Data Provenance. Scalable and Efficient RBAC for Provenance. A Language for Provenance Access Control. Transforming Provenance Using Redaction. Section III Inference Control. Architecture for an Inference Controller. Inference Controller Design. Provenance Data Representation for Inference Control. Queries with Regular Path Expressions. Inference Control through Query Modification. Inference and Provenance. Implementing the Inference Controller. Section IV Unifying Framework. Risk and Inference Control. Novel Approaches to Handle the Inference Problem. A Cloud-Based Policy Manager for Assured Information Sharing. Security and Privacy with Respect to Inference. Big Data Analytics and Inference Control. Unifying Framework. Summary and Directions. Appendices: Data Management Systems, Developments, and Trends. Database Management and Security.

Subject Categories

BISAC Subject Codes/Headings:
COM051230
COMPUTERS / Software Development & Engineering / General
COM053000
COMPUTERS / Security / General
COM060000
COMPUTERS / Internet / General