Cybersecurity has always been a focus of Internet research. An LDoS attack is an intelligent type of DoS attack, which reduces the quality of network service by periodically sending high-speed but short-pulse attack traffic. The existing LDoS attack detection methods generally have the problems of high FPR and FNR.