Research on detection and defense mechanisms of DoS attacks based on BP neural network and game theory

• Main Authors: Gao, Lijun, Li, Yanting, Zhang, Lu, Lin, Feng, Ma, Maode
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2019
• Subjects: DoS Attacks; Security; DRNTU::Engineering::Electrical and electronic engineering
• Online Access: https://hdl.handle.net/10356/106274; http://hdl.handle.net/10220/48889; http://dx.doi.org/10.1109/ACCESS.2019.2905812
• Institution: Nanyang Technological University

DoS (Denial of Service) attacks are becoming one of the most serious security threats to global networks. We analyze the existing DoS detection methods and defense mechanisms in depth. In this paper, BP (back propagation) neural networks and game theory are introduced to design detection methods and...