OpenFlowSIA: An optimized protection scheme for software-defined networks from flooding attacks
| Autor: | Dang Van Tuyen, Nguyen Huu Thanh, Truong Thu Huong, Truong Van Toan, Trung V. Phan |
|---|---|
| Rok vydání: | 2016 |
| Předmět: |
020203 distributed computing
OpenFlow Computer science business.industry Distributed computing Denial-of-service attack 02 engineering and technology Flooding (computer networking) 0202 electrical engineering electronic engineering information engineering 020201 artificial intelligence & image processing Software-defined networking business Protection mechanism Computer network |
| Zdroj: | 2016 IEEE Sixth International Conference on Communications and Electronics (ICCE). |
| DOI: | 10.1109/cce.2016.7562606 |
| Popis: | In this paper, we propose an optimized protection mechanism (OpenFlowSIA) for Software-Defined Networks from flooding attacks (Distributed Denial-of-Service) based on Support Vector Machine and our proposed algorithm called the Idle-timeout Adjustment (IA). Our methodology not only utilizes SVM advantages in classification such as high accuracy and little processing time, but also applies effectively the IA algorithm and coherent policies to protect network from resource exhaustion caused by flooding attacks, particularly for the SDN controller and OpenFlow switches. Through comprehensive experiments, the OpenFlowSIA scheme illustrates that it can be an innovative solution to secure and save the network resources under flooding attacks in the Software-Defined Networks. |
| Databáze: | OpenAIRE |
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