Intrusion detection algorithm based on improved ant colony clustering
DU Shao-b · Journal of Lanzhou University of Technology · 2013
Aimed at the problems in ant colony clustering such as ready at stagnation phenomenon and early converging to local optima,an intrusion detection algorithm was presented based on improved ant colony clustering.By means of improving the method for ant searching solution,the early converging to local optimum solution was avoided.The KDD 99 intrusion detection data were used to conduct simulation experiment and the simulation results show that the improved ant colony clustering could effectively improve the detection rate of intrusion detection and reduce the false detection rate.