KDD Cup 99 Data Sets: A Perspective on the Role of Data Sets in Network Intrusion Detection Research

Many consider the KDD Cup 99 data sets to be outdated and inadequate. Therefore, the extensive use of these data sets in recent studies to evaluate network intrusion detection systems is a matter of concern. We contribute to the literature by addressing these concerns.