Network security situation assessment with network attack behavior classification
Sign Up to like & getrecommendations! Published in 2022 at "International Journal of Intelligent Systems"
DOI: 10.1002/int.22867
Abstract: To solve the problems that existing network security situation assessment (NSSA) methods are difficult to extract features and have poor timeliness, an NSSA method with network attack behavior classification (NABC) is proposed. First, an NABC… read more here.
Keywords: network; network attack; attack behavior; situation ... See more keywords
A graph-neural-network-entropy model of vital node identification on network attack and propagation
Sign Up to like & getrecommendations! Published in 2025 at "Journal of Statistical Mechanics: Theory and Experiment"
DOI: 10.1088/1742-5468/ae068f
Abstract: Vital nodes usually play a key role in complex networks. Uncovering these nodes is an important task in protecting the network, especially when the network suffers intentional attacks. Many existing methods have not fully integrated… read more here.
Keywords: vital node; graph neural; node identification; network ... See more keywords
Analysis of computer network attack based on the virus propagation model
Sign Up to like & getrecommendations! Published in 2020 at "EURASIP Journal on Wireless Communications and Networking"
DOI: 10.1186/s13638-020-1660-5
Abstract: The conventional method can make a reasonable analysis of common network attacks, but the reliability of the analysis is low under the virus propagation model. This paper proposes a new research method of computer network… read more here.
Keywords: network attack; analysis; computer network; network ... See more keywords