A Covert Network Attack Detection Method Based on LSTM
Junke Nie, Peng Ma, Bo Wang, Yang Su · 2020 IEEE 5th Information Technology and Mechatronics Engineering Conference (ITOEC) · 2020
In recent years, driven by economic and political interests, hackers have used social engineering methods and system vulnerabilities to invade the system, and have long been latent, constantly searching and stealing high-value information, this attack method is called covert network attack. The use of these advanced technologies and long-term latency strategies makes it impossible for traditional detection technologies to effectively detect, track, and analyze it. Concealed network attacks have long-term latency, periodic connections, and other characteristics. Long-term and short-term memory networks are used to analyze their network connections. Experiments show that this method improves the accuracy of hidden network attack recognition and reduces the false positive rate.