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Download Fuzzy Logic Based Anomaly Detection for Embedded Network Security Cyber Sensor Pdf

Fuzzy Logic Based Anomaly Detection for Embedded Network Security Cyber Sensor false
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Published on 2011 by


Resiliency and security in critical infrastructure control systems in the modern world of cyber terrorism constitute a relevant concern. Developing a network security system specifically tailored to the requirements of such critical assets is of a primary importance. This paper proposes a novel learning algorithm for anomaly based network security cyber sensor together with its hardware implementation. The presented learning algorithm constructs a fuzzy logic rule based model of normal network behavior. Individual fuzzy rules are extracted directly from the stream of incoming packets using an online clustering algorithm. This learning algorithm was specifically developed to comply with the constrained computational requirements of low-cost embedded network security cyber sensors. The performance of the system was evaluated on a set of network data recorded from an experimental test-bed mimicking the environment of a critical infrastructure control system.

This Book was ranked at 14 by Google Books for keyword Network Security.

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