| Presentation | 2016-11-24 A study on performance evaluation for anomaly traffic detection based on sketch schemes Masamichi Yoshioka, Takefumi Hiraguri, Hideaki Yoshino, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Evolution and popularization of mobile devices such as smartphones and tablets lead to the drastic increase of internet traffic in recent years. Network monitoring for high speed networks shared by the increasing traffic becomes crucial issue. Especially, anomaly traffic detection technology for high speed network is one of the most important issues, because the cyber-attacks such as worm, port scan, and DDoS attack have been more serious. In this study, we focus on sketch schemes of data reduction methods for anomaly traffic detection, which become essential in the high speed network. We firstly clarify the relations between sketch schemes and anomaly traffic events. In addition, we evaluate the performance of hash functions used in sketch schemes, then verify processing time and accuracy of anomaly traffic detection for real traffic data, as a function of two parameters: the number of hash functions and hash table size. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Anomaly Traffic / Sketch |
| Paper # | CQ2016-73 |
| Date of Issue | 2016-11-17 (CQ) |
| Conference Information | |
| Committee | NS / CQ / ICM |
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| Conference Date | 2016/11/24(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Shimonoseki Chember of Commerce and Industry |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Network Quality, Network Measurement and Management, Network Virtualization, Network Service, General |
| Chair | Hideki Tode(Osaka Pref. Univ.) / Kyoko Yamori(Asahi Univ.) / Toshio Tonouchi(NEC) |
| Vice Chair | Yoshikatsu Okazaki(NTT) / Takanori Hayashi(NTT) / Hideyuki Shimonishi(NEC) / Manabu Nakagawa(NTT Communications) / Yuji Nomura(Fujitsu Labs.) |
| Secretary | Yoshikatsu Okazaki(Kyushu Inst. of Tech.) / Takanori Hayashi(NTT) / Hideyuki Shimonishi(Osaka Univ.) / Manabu Nakagawa(Keio Univ.) / Yuji Nomura(NEC) |
| Assistant | Shohei Kamamura(NTT) / Hirantha Abeysekera(NTT) / Norihiro Fukumoto(KDDI R&D Labs.) / Masaharu Hattori(KDDI R&D Labs.) |
| Paper Information | |
| Registration To | Technical Committee on Network Systems / Technical Committee on Communication Quality / Technical Committee on Information and Communication Management |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A study on performance evaluation for anomaly traffic detection based on sketch schemes |
| Sub Title (in English) | |
| Keyword(1) | Anomaly Traffic |
| Keyword(2) | Sketch |
| 1st Author's Name | Masamichi Yoshioka |
| 1st Author's Affiliation | Nippon Institute of Technology(NIT) |
| 2nd Author's Name | Takefumi Hiraguri |
| 2nd Author's Affiliation | Nippon Institute of Technology(NIT) |
| 3rd Author's Name | Hideaki Yoshino |
| 3rd Author's Affiliation | Nippon Institute of Technology(NIT) |
| Date | 2016-11-24 |
| Paper # | CQ2016-73 |
| Volume (vol) | vol.116 |
| Number (no) | CQ-323 |
| Page | pp.pp.1-6(CQ), |
| #Pages | 6 |
| Date of Issue | 2016-11-17 (CQ) |