Survey of Technology in Network Security Situation Awareness

Network security situation awareness (NSSA) is an integral part of cybersecurity defense, and it is essential for cybersecurity managers to respond to increasingly sophisticated cyber threats. Different from traditional security measures, NSSA can identify the behavior of various activities in the n...

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Published in:Sensors (Basel, Switzerland) Vol. 23; no. 5; p. 2608
Main Authors: Zhang, Junwei, Feng, Huamin, Liu, Biao, Zhao, Dongmei
Format: Journal Article
Language:English
Published: Switzerland MDPI AG 27.02.2023
MDPI
Subjects:
Algorithms
Armed forces
artificial intelligence
Data security
Decision making
Forecasts and trends
Internet of Things
Neural networks
NSSA visualization
Ransomware
Review
Security management
situation assessment
situation awareness
situation prediction
Surveys
Systems design
Taxonomy
Trends
United States
China
Germany
NSSA visualization
situation prediction
situation assessment
situation awareness
artificial intelligence
ISSN:1424-8220, 1424-8220
Online Access:Get full text
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Abstract Network security situation awareness (NSSA) is an integral part of cybersecurity defense, and it is essential for cybersecurity managers to respond to increasingly sophisticated cyber threats. Different from traditional security measures, NSSA can identify the behavior of various activities in the network and conduct intent understanding and impact assessment from a macro perspective so as to provide reasonable decision support, predicting the development trend of network security. It is a means to analyze the network security quantitatively. Although NSSA has received extensive attention and exploration, there is a lack of comprehensive reviews of the related technologies. This paper presents a state-of-the-art study on NSSA that can help bridge the current research status and future large-scale application. First, the paper provides a concise introduction to NSSA, highlighting its development process. Then, the paper focuses on the research progress of key technologies in recent years. We further discuss the classic use cases of NSSA. Finally, the survey details various challenges and potential research directions related to NSSA.
AbstractList Network security situation awareness (NSSA) is an integral part of cybersecurity defense, and it is essential for cybersecurity managers to respond to increasingly sophisticated cyber threats. Different from traditional security measures, NSSA can identify the behavior of various activities in the network and conduct intent understanding and impact assessment from a macro perspective so as to provide reasonable decision support, predicting the development trend of network security. It is a means to analyze the network security quantitatively. Although NSSA has received extensive attention and exploration, there is a lack of comprehensive reviews of the related technologies. This paper presents a state-of-the-art study on NSSA that can help bridge the current research status and future large-scale application. First, the paper provides a concise introduction to NSSA, highlighting its development process. Then, the paper focuses on the research progress of key technologies in recent years. We further discuss the classic use cases of NSSA. Finally, the survey details various challenges and potential research directions related to NSSA.
Network security situation awareness (NSSA) is an integral part of cybersecurity defense, and it is essential for cybersecurity managers to respond to increasingly sophisticated cyber threats. Different from traditional security measures, NSSA can identify the behavior of various activities in the network and conduct intent understanding and impact assessment from a macro perspective so as to provide reasonable decision support, predicting the development trend of network security. It is a means to analyze the network security quantitatively. Although NSSA has received extensive attention and exploration, there is a lack of comprehensive reviews of the related technologies. This paper presents a state-of-the-art study on NSSA that can help bridge the current research status and future large-scale application. First, the paper provides a concise introduction to NSSA, highlighting its development process. Then, the paper focuses on the research progress of key technologies in recent years. We further discuss the classic use cases of NSSA. Finally, the survey details various challenges and potential research directions related to NSSA.Network security situation awareness (NSSA) is an integral part of cybersecurity defense, and it is essential for cybersecurity managers to respond to increasingly sophisticated cyber threats. Different from traditional security measures, NSSA can identify the behavior of various activities in the network and conduct intent understanding and impact assessment from a macro perspective so as to provide reasonable decision support, predicting the development trend of network security. It is a means to analyze the network security quantitatively. Although NSSA has received extensive attention and exploration, there is a lack of comprehensive reviews of the related technologies. This paper presents a state-of-the-art study on NSSA that can help bridge the current research status and future large-scale application. First, the paper provides a concise introduction to NSSA, highlighting its development process. Then, the paper focuses on the research progress of key technologies in recent years. We further discuss the classic use cases of NSSA. Finally, the survey details various challenges and potential research directions related to NSSA.
Audience Academic
Author Zhang, Junwei
Feng, Huamin
Zhao, Dongmei
Liu, Biao
AuthorAffiliation 1 School of Cyber Engineering, Xidian University, Xi’an 710126, China
2 School of Cyber Engineering, Beijing Electronic Science and Technology Institute, Beijing 100070, China
3 College of Computer and Cyber Security, Hebei Normal University, Shijiazhuang 050025, China
AuthorAffiliation_xml – name: 2 School of Cyber Engineering, Beijing Electronic Science and Technology Institute, Beijing 100070, China
– name: 1 School of Cyber Engineering, Xidian University, Xi’an 710126, China
– name: 3 College of Computer and Cyber Security, Hebei Normal University, Shijiazhuang 050025, China
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Issue 5
Keywords NSSA visualization
situation prediction
situation assessment
situation awareness
artificial intelligence
Language English
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Snippet Network security situation awareness (NSSA) is an integral part of cybersecurity defense, and it is essential for cybersecurity managers to respond to...
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SubjectTerms Algorithms
Armed forces
artificial intelligence
Data security
Decision making
Forecasts and trends
Internet of Things
Neural networks
NSSA visualization
Ransomware
Review
Security management
situation assessment
situation awareness
situation prediction
Surveys
Systems design
Taxonomy
Trends
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