1. Dynamic Policy Deployment in SDN Switch Based on Monitoring and Analysis of User Behaviors
- Author
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Dong Ligang, Jing Zhou, Bohan He, Long Chen, Victor C. M. Leung, Weiming Wang, and Yunfei Zhang
- Subjects
Dynamic network analysis ,Computer science ,business.industry ,Network security ,020206 networking & telecommunications ,02 engineering and technology ,Security policy ,Data acquisition ,Software deployment ,0202 electrical engineering, electronic engineering, information engineering ,020201 artificial intelligence & image processing ,business ,Software-defined networking ,Cluster analysis ,Computer network - Abstract
With the rapid development of network technologies, many new technologies, such as Software Defined Network (SDN), are applied to firewalls to manage network security. However, current SDN firewalls cannot automatically change security policies according to dynamic network status or deploy personalized policy based on user identities. In this paper, we design a special SDN switch that incorporates a traffic acquisition module and a data analysis module. According to the traffic patterns caused by different user behaviors, the proposed switch could recognize the user identities by statistical analysis and clustering analysis, and automatically deploy corresponding network policies. Experiments conducted over an OpenvSwitch showed the proposed SDN switch could accurately identify three kinds of users and apply respective flow tables successfully.
- Published
- 2018
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