Title :
Using first-order logic to reason about policies
Author :
Halpern, Joseph Y. ; Weissman, Vicky
Author_Institution :
Cornell Univ., Ithaca, NY, USA
Abstract :
A policy describes the conditions under which an action is permitted or forbidden. We show that a fragment of (multi-sorted) first-order logic can be used to represent and reason about policies. Because we use first-order logic, policies have a clear syntax and semantics. We show that further restricting the fragment results in a language that is still quite expressive yet is also tractable. More precisely, questions about entailment, such as ´May Alice access the file?´, can be answered in time that is a low-order polynomial (indeed, almost linear in some cases), as can questions about the consistency of policy sets. We also give a brief overview of a prototype that we have built whose reasoning engine is based on the logic and whose interface is designed for nonlogicians, allowing them to enter both policies and background information, such as ´Alice is a student´, and to ask questions about the policies.
Keywords :
formal logic; inference mechanisms; first-order logic; logic fragment; low-order polynomial; multisorted logic; policy set; reasoning engine; Automatic logic units; Engines; Government; Logic design; Markup languages; Natural languages; Polynomials; Prototypes; Research initiatives; Software libraries;
Conference_Titel :
Computer Security Foundations Workshop, 2003. Proceedings. 16th IEEE
Print_ISBN :
0-7695-1927-X
DOI :
10.1109/CSFW.2003.1212713