Performance evaluation of different intrusion detection system: An empirical approach

Abstract

Easy connectivity to a large number of networks is the main reason towards the development of security measures in the field of networking. People as well as organizations are very keen to share their resources online. But sharing the valuable information over the network may not be safe as it may be hacked by their rivals, to either destroy them or to make their own benefits from this data. The technique / system which protect our data from theft or intrusions, we call that as Intrusion Detection System. Though there are many intrusion detection systems available in the market, however users are not well familiar with the performance of different intrusion detection system or are confused with the results provided by companies. In this paper, we will make an attempt to provide a better view of performance of different intrusion detection techniques implemented under same conditions (DARPA 1999 Dataset) and with same parameters for implementation (i.e Data set will be used DARPA 1999 for experimentation). Lastly will provide some results which will be fruitful for user in accordance to the performance.