Secrecy in Multiagent Systems

Abstract

We introduce a general framework for reasoning about secrecy requirements in multiagent systems. Our definitions extend earlier definitions of secrecy and nondeducibility given by Shannon and Sutherland. Roughly speaking, one agent maintains secrecy with respect to another if the second agent cannot rule out any possibilities for the behavior or state of the first agent. We show that the framework can handle probability and nondeterminism in a clean way, is useful for reasoning about asynchronous systems as well as synchronous systems, and suggests generalizations of secrecy that may be useful for dealing with issues such as resource-bounded reasoning. We also show that a number of well-known attempts to characterize the absence of information flow are special cases of our definitions of secrecy.

Document Details

Document Type
Pub Defense Publication
Publication Date
Oct 01, 2008
Source ID
10.1145/1410234.1410239

Entities

People

  • Joseph Halpern
  • Kevin R. O'neill

Organizations

  • Cornell University
  • Division of Information and Intelligent Systems
  • National Science Foundation
  • Office of Naval Research
  • United States Department of Defense

Tags

Fields of Study

  • Computer science

Readers

  • Agent-Based Social Robotics and Mobile-Assisted Learning in Virtual Environments.
  • Government and Public Administration Law.
  • Mathematical Modeling and Probability Theory.