A Framework for Adaptive, Cost-sensitive Intrusion Detection and Response System

A Framework for Adaptive, Cost-sensitive Intrusion Detection and Response System

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In this work we present an integrated approach to intrusion detection and response based on the technique for monitoring abnormal patterns in the program behavior. The proposed model effectively combines the advantages of anomaly-based and specification-based approaches recognizing a known behavior through the specifications of normal and abnormal patterns and classifying unknown patterns using a machine-learning algorithm. Such combination not only allows adaptation of the specification-based detection to the new patterns, but also provides a method for automatic development of specifications.... Ilgun et al., 1995), rule-based expert systems (Garvey and Lunt, 1991; Habra et al., 1992; Jean-Philippe Pouzol, 2002; Sebring et ... While attack graphs are exhaustive and precise, their manual construction is tedious and often error- proneanbsp;...


Title:A Framework for Adaptive, Cost-sensitive Intrusion Detection and Response System
Author: Natalia Stakhanova
Publisher:ProQuest - 2007
ISBN-13:

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