Large-scale cyber attacks monitoring using Evolving Cauchy Possibilistic Clustering

Applied Soft Computing, pp. 592-601, 2018.

Cited by: 2|Views3
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Abstract:

•A novel evolving possibilistic Cauchy clustering (eCauchy) is presented that is able to learn a classifier in an online manner on a stream of data.•As oppose to some evolving algorithms the presented approach has only few tuning parameters.•The eCauchy clustering is tested on large-scale monitoring for cyber-attacks on a KDD data set.•Th...More

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