Under conditions of heavy traffic load or sudden traffic busts, network intrusion detection system (NIDS) may not inspect all monitored traffic. In view of the NIDS limitations, presents a method of selective packet discarding, which is less affected by system load and enables NIDS to predict the system load conditions. By analyzing the system's performance, proves that the method improves the detection accuracy of NIDS under the traffic overload.