In this report,
I discuss approaches based on classification
techniques like naive bayesian classifiers, neural
networks and WINNOW based algorithm. Approaches
based on clustering techniques like hierarchical
and density based clustering have been
discussed to emphasize the use of clustering techniques
in intrusion detection.