ABSTRACT

Although in the last decade, a large number of methods and systems have been developed to counter network intrusions; there are still a number of open research issues and challenges. The suitability of performance metrics to evaluate a NIDS is a commonly identified unsolved issue in intrusion detection. In evaluating a NIDS, the four most important qualities that need to be measured are accuracy, performance, completeness and data quality.