An improved ant clustering algorithm for network instrution detection

Focus on the problem that some data is divided into improper cluster in ant clustering algorithm,an improved ant clustering algorithm is proposed.The algorithm adjusts clusters acquired from known ant colony clustering algorithm and thus gets more precise clustering results.Experiments were carried out based on KDD Cup 1999 intrusion detection data set,the results show that our approach can significantly improve the clustering effect and obtain higher network intrusion detection rate.