The current network is complicated due to the highthroughput and the multiformity of actions. A hybrid intrusion detection system (HIDSFCN) is proposed in this study to satisfy the current network. It combines the advantages of all kinds of IDS and put forwards our own solvents to those key problems in current research. Experiment results demonstrate that our HIDSFCN is of high performance and good practicability