ID 3 Algorithm for Intrusion Detection
Vikas Narayan Nandgaonkar, Manoj S. Nagmode, Pramod Patil · 2013
ID3 algorithm is a standard, popular, and simple method for data classification and decision tree creation. Since privacy-preserving data mining should be taken into consideration, several secure multi protoco ls have been presented based on this technique. Many times the system get vulnerable to new attacks. This paper is the implementation of proposed model described in (1).We have implemented a model to embed primitive intelligence in the network intrusion de tection systems using C# . This model is based on Quinlain's ID3 algorithm of decision tree construction and inductive learning. This model detects unknown attacks with the help of optimized decision tree from available set of data also follow predefined r decision making for system Administrator. The communication overhead has been kept reasonably low to make the whole protocol efficient and practical.