Abstract
In this paper we proposed a framework for collaborative intelligent agents in a distributed environment to execute sound security strategies to protect information resources. First, the intelligent agent based Duty Reliable Center in the framework uses group decision method to determine a global information threat level. Then local agent employs the threat level and applies the Bayes’ decision procedure to calculate expected loss of its all possible actions, and choices an action among them with minimum expected loss to protect its information resources. The model enables an agent to choose among alternatives in an optimal fashion, taking into account the worth of acquiring prior information to reduce the uncertainty. Because system operations are distributed, hackers are unlikely to wreck the whole system. Thus, it is expected to yield information security cost-effective solutions.
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© 2005 Springer-Verlag Berlin Heidelberg
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Kuo, M.H. (2005). An Intelligent Agent-Based Framework for Collaborative Information Security. In: Zhang, S., Jarvis, R. (eds) AI 2005: Advances in Artificial Intelligence. AI 2005. Lecture Notes in Computer Science(), vol 3809. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11589990_66
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DOI: https://doi.org/10.1007/11589990_66
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-30462-3
Online ISBN: 978-3-540-31652-7
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