University of Illinois Chicago
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OWL-Based Representation and Enforcement of Data Access Policies

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thesis
posted on 2017-10-22, 00:00 authored by Filippo Pellegrini
During the last years, policies have become a widespread approach for regulating access to data and managing privacy and security for a large number of multi-agent systems. The increasing amount of data, especially on the Web, requires the definition of more and more com- plex access norms, and policies seem to provide a suitable solution to this issue. A policy-based approach introduces many important features in access control, as support to dynamic change of policies at run-time, and brings benefits in terms of expressiveness, scalability, efficiency, flexibility, extensibility, context-sensitivity and verifiability. The aim of this thesis is to define a unified framework for expressing and enforcing policies, combining the standard XACML architecture and policy language with the benefits of OWL ontologies and reasoning technologies. A complete centralized architecture has been defined, and a prototype of some of its modules has been successfully developed. A working algorithm for automatically translating XACML policies into corresponding OWL axioms has been defined, together with a complete access decision procedure. Although performance issues have been encountered, promising solutions have been elaborated in order to make the framework suitable to be applied to real environments.

History

Advisor

Gmytrasiwicz, Piotr

Department

Computer Science

Degree Grantor

University of Illinois at Chicago

Degree Level

  • Masters

Committee Member

Cruz, Isabel Lanzi, Pier Luca

Submitted date

2015-08

Language

  • en

Issue date

2015-10-21

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