Survey of Attack Graph Analysis Methods from the Perspective of Data and Knowledge Processing
Joint Authors
Zeng, Jianping
Wu, Shuang
Chen, Yanyu
Zeng, Rui
Wu, Chengrong
Source
Security and Communication Networks
Issue
Vol. 2019, Issue 2019 (31 Dec. 2019), pp.1-16, 16 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2019-12-26
Country of Publication
Egypt
No. of Pages
16
Main Subjects
Information Technology and Computer Science
Abstract EN
Attack graph can simulate the possible paths used by attackers to invade the network.
By using the attack graph, the administrator can evaluate the security of the network and analyze and predict the behavior of the attacker.
Although there are many research studies on attack graph, there is no systematic survey for the related analysis methods.
This paper firstly introduces the basic concepts, generation methods, and computing tasks of the attack graph, and then, several kinds of analysis methods of attack graph, namely, graph-based method, Bayesian network-based method, Markov model-based method, cost optimization method, and uncertainty analysis method, are described in detail.
Finally, comparative study of the methods and future work are provided.
We believe that this work would help the research community to understand the attack graph analysis method systematically.
American Psychological Association (APA)
Zeng, Jianping& Wu, Shuang& Chen, Yanyu& Zeng, Rui& Wu, Chengrong. 2019. Survey of Attack Graph Analysis Methods from the Perspective of Data and Knowledge Processing. Security and Communication Networks،Vol. 2019, no. 2019, pp.1-16.
https://search.emarefa.net/detail/BIM-1210281
Modern Language Association (MLA)
Zeng, Jianping…[et al.]. Survey of Attack Graph Analysis Methods from the Perspective of Data and Knowledge Processing. Security and Communication Networks No. 2019 (2019), pp.1-16.
https://search.emarefa.net/detail/BIM-1210281
American Medical Association (AMA)
Zeng, Jianping& Wu, Shuang& Chen, Yanyu& Zeng, Rui& Wu, Chengrong. Survey of Attack Graph Analysis Methods from the Perspective of Data and Knowledge Processing. Security and Communication Networks. 2019. Vol. 2019, no. 2019, pp.1-16.
https://search.emarefa.net/detail/BIM-1210281
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1210281