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Intrusion Detection Based on Self-Organizing Map and Artificial Immunisation Algorithm

Intrusion Detection Based on Self-Organizing Map and Artificial Immunisation Algorithm,10.4028/www.scientific.net/KEM.439-440.29,Key Engineering Mater

Intrusion Detection Based on Self-Organizing Map and Artificial Immunisation Algorithm   (Citations: 1)
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Journal: Key Engineering Materials - KEY ENG MAT , vol. 439-440, pp. 29-34, 2010
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    • ...In particular, the use of Self-Organizing Maps (SOM) for the implementation of an anomaly-based IDS was proposed in [13], [8] and [1]...
    • ...The correlation value between two alerts is always normalized in [0, 1]...
    • ...Given an alert log of size x = |L|, we compute the weight w(x) of the SOM-based index through a monotonically increasing function in [0, 1]. In particular, we will use the hyperbolic tangent tanh as the weight function:...

    Fabio Manganielloet al. Multistep Attack Detection and Alert Correlation in Intrusion Detectio...

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