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International Journal of Advanced Computer Research (ISSN (print): 2249- 7277 ISSN (online): 2277- 7970) Volume-4 Number-2 Issue-15 June-2014 Mining Association Rules to Evade Network Intrusion in Network Audit Data 1 2 Kamini Nalavade , B.B. Meshram Abstract Probing, Remote to Local, User to Root and others, it is a challenge for any intrusion prevention system to With the growth of hacking and exploiting tools and detect a wide variety of attacks. The goal of intrusion invention of new ways of intrusion, intrusion detection systems is to automatically detect attack detection and prevention is becoming the major from the continuous stream of network data traffic challenge in the world of network security. The and generate alarm for administrator. Two methods increasing network traffic and data on Internet is are used for intrusion detection: Signature based making this task more demanding. There are detection and Anomaly based detection. Signature various approaches being utilized in intrusion based systems are used to detect known attacks and detections, but unfortunately any of the systems so require prior knowledge of attack signatures. These far i s not completely flawless. The false positive

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