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Intrusion Detection is an indispensable component of Network Security. Because exists the problems of the high false positives rate and low detection efficiency in the current intrusion detection system, in this paper, we propose a hybrid intrusion detection model and improve intrusion detection system analyzer, applying the Data fusion and data mining techniques to intrusion detection systems. We...
Service-oriented architecture is emerging as one of the primary research areas in software engineering and one of the key technologies to the integration of enterprise information system, development of distributed software system. Complexity is an important aspect for software quality assessment and must be appropriately addressed in service-oriented architecture. In this paper we introduce the features...
The processing of data from the database using data mining algorithms need more special methods. In fact, some redundancy and irrelevant attributes reduce the performance of data mining, so the problem of feature subset selection becomes important in data mining domain. This paper presents a new algorithm which is called discrete binary differential evolution (BDE) algorithm to select the best feature...
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