An Improved Approach for Intrusion Detection ...

An Improved Approach for Intrusion Detection in Network Datasets Using Artificial Intelligence Techniques

Author Name : Ms. Krupa Bhavsar, Dr. Jigar Patel

The communication has shifted from the wired to wireless way of communication. This change makes us more prone to data leak. So to stop anything like data leak to happen in our system we need an intrusion detection device (IDS). IDS can be network based or they can be host based. Every result provided by IDS is not authentic so to minimize the probability of the false intrusion detection we need some techniques. In this paper we will discuss and compare Naïve Bayes, KNN and Firefly techniques.