Extension of Research on Security as a Service for VMs in IaaS Platform
Joint Authors
Chen, Xingshu
Yin, Xueyuan
Chen, Lin
Li, Hui
Source
Security and Communication Networks
Issue
Vol. 2020, Issue 2020 (31 Dec. 2020), pp.1-16, 16 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2020-04-22
Country of Publication
Egypt
No. of Pages
16
Main Subjects
Information Technology and Computer Science
Abstract EN
To satisfy security concerns including infrastructure as a service (IaaS) security framework, security service access, network anomaly detection, and virtual machine (VM) monitoring, a layered security framework is built which composes of a physical layer, a virtualization layer, and a security management layer.
Then, two security service access methods are realized for various security tools from the perspective of whether security tools generate communication traffic.
One without generating traffic employs the VM traffic redirection technology and the other leveraged the mechanism of multitasking process access.
Moreover, a stacked LSTM-based network anomaly detection agentless method is proposed, which has advantages of a higher ratio of precision and recall.
Finally, a Hypervisor-based agentless monitoring method for VMs based on dynamic code injection is proposed, which has benefits of high security of the external monitoring method and good context analysis of the internal monitoring mechanism.
The experimental results demonstrate the effectiveness of the proposed protection framework and the corresponding security mechanisms, respectively.
American Psychological Association (APA)
Yin, Xueyuan& Chen, Xingshu& Chen, Lin& Li, Hui. 2020. Extension of Research on Security as a Service for VMs in IaaS Platform. Security and Communication Networks،Vol. 2020, no. 2020, pp.1-16.
https://search.emarefa.net/detail/BIM-1208569
Modern Language Association (MLA)
Yin, Xueyuan…[et al.]. Extension of Research on Security as a Service for VMs in IaaS Platform. Security and Communication Networks No. 2020 (2020), pp.1-16.
https://search.emarefa.net/detail/BIM-1208569
American Medical Association (AMA)
Yin, Xueyuan& Chen, Xingshu& Chen, Lin& Li, Hui. Extension of Research on Security as a Service for VMs in IaaS Platform. Security and Communication Networks. 2020. Vol. 2020, no. 2020, pp.1-16.
https://search.emarefa.net/detail/BIM-1208569
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1208569