講演抄録/キーワード |
講演名 |
2017-11-15 14:40
SDN based Design for Detection of Distributed Denial of Service (DDoS) attack ○Myo Myint Oo・Sinchai Kamolphiwong・Thossaporn Kamolphiwong(PSU) IA2017-32 |
抄録 |
(和) |
Networking Technologies are more advanced in Information and communication Technology (ICT). So,networking devices are needed to consider for simplicity, scalability and traffic flow optimization. This can be solved by using Software Defined Networking (SDN). SDN is the network architecture where the network control is decoupled and separated
from forwarding mechanism. DDoS attack becomes one of the big issues in network security. In this paper, we compare and
discuss the detection of DDoS attack on SDN network by using machine learning techniques. We propose SDN based design
for detection of DDoS attack by using Advanced Support Vector Machine (ASVM) algorithm. |
(英) |
Networking Technologies are more advanced in Information and communication Technology (ICT). So,networking devices are needed to consider for simplicity, scalability and traffic flow optimization. This can be solved by using Software Defined Networking (SDN). SDN is the network architecture where the network control is decoupled and separated
from forwarding mechanism. DDoS attack becomes one of the big issues in network security. In this paper, we compare and
discuss the detection of DDoS attack on SDN network by using machine learning techniques. We propose SDN based design
for detection of DDoS attack by using Advanced Support Vector Machine (ASVM) algorithm. |
キーワード |
(和) |
Software Defined Networking / Distributed Denial of Service (DDoS) attack / Advanced Support Vector Machine (ASVM) / / / / / |
(英) |
Software Defined Networking / Distributed Denial of Service (DDoS) attack / Advanced Support Vector Machine (ASVM) / / / / / |
文献情報 |
信学技報, vol. 117, no. 299, IA2017-32, pp. 13-18, 2017年11月. |
資料番号 |
IA2017-32 |
発行日 |
2017-11-08 (IA) |
ISSN |
Print edition: ISSN 0913-5685 Online edition: ISSN 2432-6380 |
著作権に ついて |
技術研究報告に掲載された論文の著作権は電子情報通信学会に帰属します.(許諾番号:10GA0019/12GB0052/13GB0056/17GB0034/18GB0034) |
PDFダウンロード |
IA2017-32 |