Structure discovery of Network Services by Using Network Traffic
| Project/Area Number |
21500078
|
|---|
| Research Category |
Grant-in-Aid for Scientific Research (C)
|
| Allocation Type | Single-year Grants |
|---|
| Section | 一般 |
|---|
| Research Field |
Computer system/Network
|
|---|
| Research Institution | Kyushu University |
|---|
Principal Investigator |
HORI Yoshiaki 九州大学, システム情報科学研究院, 准教授 (90264126)
|
|---|
| Co-Investigator(Kenkyū-buntansha) |
SAKURAI Kouichi 九州大学, 大学院・システム情報科学研究院, 教授 (60264066)
TAKEUCHI Jun-ichi 九州大学, 大学院・システム情報科学研究院, 教授 (80432871)
|
|---|
| Project Period (FY) |
2009 – 2011
|
| Project Status |
Completed (Fiscal Year 2011)
|
| Budget Amount *help |
¥4,420,000 (Direct Cost: ¥3,400,000、Indirect Cost: ¥1,020,000)
Fiscal Year 2011: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2010: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2009: ¥1,820,000 (Direct Cost: ¥1,400,000、Indirect Cost: ¥420,000)
|
|---|
| Keywords | トラヒック観測 / ネットワークセキュリティ / ネットワーク管理運用 / 構造発見 / 異常発見 / 異常検知 / トラフィック観測 |
|---|
| Research Abstract |
We carry out research for discovering the structure of network services by using network traffic analysis. We propose a flow traffic classification scheme with machine learning by using payload length. We also propose bot detection scheme based on inter-arrival-time analysis on messages between an IRC client and an IRC server. Furthermore, we propose malicious domain evaluation scheme based on analysis of graph structure of domain information and its attributes.
|
Report
(4 results)
Research Products
(31 results)
-
-
-
-
[Journal Article] "Darknet Monitoring on Real-Operated Networks,"2010
Author(s)
Seiichiro Mizoguchi, Yoshiro Fukushima, Yoshiaki Kasahara, Yoshiaki Hori, Kouichi Sakurai
-
Journal Title
Proceedings of the 5th International Conference on Broadband, Wireless Computing, Communication and Applications(BWCCA2010)
Pages: 278-285
Related Report
Peer Reviewed
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
