| Presentation | 2017-11-15 SDN based Design for Detection of Distributed Denial of Service (DDoS) attack Myo Myint Oo, Sinchai Kamolphiwong, Thossaporn Kamolphiwong, |
|---|---|
| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | 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 separatedfrom forwarding mechanism. DDoS attack becomes one of the big issues in network security. In this paper, we compare anddiscuss the detection of DDoS attack on SDN network by using machine learning techniques. We propose SDN based designfor detection of DDoS attack by using Advanced Support Vector Machine (ASVM) algorithm. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Software Defined Networking / Distributed Denial of Service (DDoS) attack / Advanced Support Vector Machine (ASVM) |
| Paper # | IA2017-32 |
| Date of Issue | 2017-11-08 (IA) |
| Conference Information | |
| Committee | IA |
|---|---|
| Conference Date | 2017/11/15(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | KMITL, Bangkok, Thailand |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | IA2017 - Workshop on Internet Architecture and Applications 2017 |
| Chair | Katsuyoshi Iida(Hokkaido Univ.) |
| Vice Chair | Rei Atarashi(IIJ) / Hiroyuki Osaki(Kwansei Gakuin Univ.) / Tomoki Yoshihisa(Osaka Univ.) |
| Secretary | Rei Atarashi(Tokyo Metropolitan Univ.) / Hiroyuki Osaki(TOYOTA-IT) / Tomoki Yoshihisa |
| Assistant | Kenji Ohira(Tokushima Univ.) / Ryohei Banno(NTT) / Toshiki Watanabe(NEC) |
| Paper Information | |
| Registration To | Technical Committee on Internet Architecture |
|---|---|
| Language | ENG |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | SDN based Design for Detection of Distributed Denial of Service (DDoS) attack |
| Sub Title (in English) | |
| Keyword(1) | Software Defined Networking |
| Keyword(2) | Distributed Denial of Service (DDoS) attack |
| Keyword(3) | Advanced Support Vector Machine (ASVM) |
| 1st Author's Name | Myo Myint Oo |
| 1st Author's Affiliation | Prince of Songkla University(PSU) |
| 2nd Author's Name | Sinchai Kamolphiwong |
| 2nd Author's Affiliation | Prince of Songkla University(PSU) |
| 3rd Author's Name | Thossaporn Kamolphiwong |
| 3rd Author's Affiliation | Prince of Songkla University(PSU) |
| Date | 2017-11-15 |
| Paper # | IA2017-32 |
| Volume (vol) | vol.117 |
| Number (no) | IA-299 |
| Page | pp.pp.13-18(IA), |
| #Pages | 6 |
| Date of Issue | 2017-11-08 (IA) |