In this repository, I have applied various machine learning algorithms to detect intrusion in a network. The dataset that I considered for classification problem is "KDDCUP99" which is the dataset for ...

BENIGN(Normal), DoS(Attack) and in this we have three different types of network data such as Packet info, Payload info, Session info.

Intrusion detection systems are software or hardware tools that analyze network traffic ... IDS can be classified into two types: network-based (NIDS) and host-based (HIDS). NIDS monitor the ...

This paper, a first cut at defining goals, capitalizes on customer and corporate experience with intrusion detection tools as well as knowledge of the problem domain. It creates an information base ...