TY - GEN
T1 - A Survey of Network Security Situational Awareness Technology
AU - Chen, Chen
AU - Ye, Lin
AU - Yu, Xiangzhan
AU - Ding, Bailang
N1 - Publisher Copyright:
© 2019, Springer Nature Switzerland AG.
PY - 2019
Y1 - 2019
N2 - With the increasing importance of cyberspace security, the research and application of network situational awareness is getting more attention. The research on network security situational awareness is of great significance for improving the network monitoring ability, emergency response capability and predicting the development trend of network security. This paper describes the development and evolution of network situational awareness and analyzes the basic architecture of the current situational awareness system. Based on the situational awareness conceptual model, four main research contents of situational awareness are elaborated: network data collection, situational understanding, situational prediction and situational visualization. This paper focuses on the core issues, main algorithms, and the advantages and disadvantages of each method that need to be addressed at each research point. Finally, under the current development trend of big data processing technology and artificial intelligence technology, the application realization and development trend of network situational awareness are analyzed and forecasted.
AB - With the increasing importance of cyberspace security, the research and application of network situational awareness is getting more attention. The research on network security situational awareness is of great significance for improving the network monitoring ability, emergency response capability and predicting the development trend of network security. This paper describes the development and evolution of network situational awareness and analyzes the basic architecture of the current situational awareness system. Based on the situational awareness conceptual model, four main research contents of situational awareness are elaborated: network data collection, situational understanding, situational prediction and situational visualization. This paper focuses on the core issues, main algorithms, and the advantages and disadvantages of each method that need to be addressed at each research point. Finally, under the current development trend of big data processing technology and artificial intelligence technology, the application realization and development trend of network situational awareness are analyzed and forecasted.
KW - Network security
KW - Situational awareness
KW - Situational visualization
UR - https://www.scopus.com/pages/publications/85073897218
U2 - 10.1007/978-3-030-24268-8_10
DO - 10.1007/978-3-030-24268-8_10
M3 - 会议稿件
AN - SCOPUS:85073897218
SN - 9783030242671
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 101
EP - 109
BT - Artificial Intelligence and Security - 5th International Conference, ICAIS 2019, Proceedings
A2 - Sun, Xingming
A2 - Pan, Zhaoqing
A2 - Bertino, Elisa
PB - Springer Verlag
T2 - 5th International Conference on Artificial Intelligence and Security, ICAIS 2019
Y2 - 26 July 2019 through 28 July 2019
ER -