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The measure of similarity is necessary for the study of several problems such as: the multimedia adaptation, detection of intrusion based behavior, adaptation of web services.... In this article, we propose the definition of a new measure of similarity that deals with the shared objects properties, their values and the weight of each property is proposed.
This paper introduces a new similarity measure that can be applied for the anomaly intrusion detection by using weighted complete bipartite graphs. The first set of nodes represents users, while the second set depicts the characteristics defining his profile. The weight on each edge is computed from the frequency of appearances of characteristics for a given user. We demonstrate the validity of our...
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