Abstract: This paper designs an antibody network(ABNET) based on immune algorithm and neural network used for Intrusion Detection System. The ABNET system combines network-based intrusion detection functions. It can be used to protect large area network and has relatively good expansibility. This paper also discusses the theory of the ABNET. The algorithm has been tested on a network data set. The result shows that it had much better performance than traditional ABNET.