Large-scale cyber attacks monitoring using Evolving Cauchy Possibilistic Clustering
Applied Soft Computing, pp. 592-601, 2018.
•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
Get fulltext within 24h
Full Text (Upload PDF)
PPT (Upload PPT)