| ชื่อเรื่อง | : | A microscopic competition model and its dynamics analysis on network attacks |
| นักวิจัย | : | Xiang, Yang. , Tian, Daxin. , Zhou, Wanlei. |
| คำค้น | : | Internet. , Computer security. , Denial of service attacks. , Computer networks , Computer network security -- Traffic modeling -- Network attack -- DDoS -- Adaptive resonance theory , TBA. , TBA. , TBA. |
| หน่วยงาน | : | Central Queensland University, Australia |
| ผู้ร่วมงาน | : | - |
| ปีพิมพ์ | : | 2553 |
| อ้างอิง | : | http://hdl.cqu.edu.au/10018/58251 |
| ที่มา | : | Xiang, Y, Daxin, T & Zhou, W 2010 "A microscopic competition model and its dynamics analysis on network attacks." Concurrency Computation Practice and Experience, Vol. 22, No. 4, pp. 503-517, http://dx.doi.org/10.1002/cpe.v22:4 10.1002/cpe.1499 |
| ความเชี่ยวชาญ | : | - |
| ความสัมพันธ์ | : | Concurrency computation practice and experience. Chichester, UK : John Wiley and Sons, 2010. Vol. 22, no. 4 (March 2010), p. 503-517 14 pages Refereed 1532-0626 (online) 1532-0634 , |
| ขอบเขตของเนื้อหา | : | - |
| บทคัดย่อ/คำอธิบาย | : | Modeling network traffic has been a critical task in the development of Internet. Attacks and defense are prevalent in the current Internet. Traditional network models such as Poisson-related models do not consider the competition behaviors between the attack and defense parties. In this paper, we present a microscopic competition model to analyze the dynamics among the nodes, benign or malicious, connected to a router, which compete for the bandwidth. The dynamics analysis demonstrates that the model can well describe the competition behavior among normal users and attackers. Based on this model, an anomaly attack detection method is presented. The method is based on the adaptive resonance theory, which is used to learn the model by normal traffic data. The evaluation shows that it can effectively detect the network attacks. |
| บรรณานุกรม | : |
Xiang, Yang. , Tian, Daxin. , Zhou, Wanlei. . (2553). A microscopic competition model and its dynamics analysis on network attacks.
กรุงเทพมหานคร : Central Queensland University, Australia. Xiang, Yang. , Tian, Daxin. , Zhou, Wanlei. . 2553. "A microscopic competition model and its dynamics analysis on network attacks".
กรุงเทพมหานคร : Central Queensland University, Australia. Xiang, Yang. , Tian, Daxin. , Zhou, Wanlei. . "A microscopic competition model and its dynamics analysis on network attacks."
กรุงเทพมหานคร : Central Queensland University, Australia, 2553. Print. Xiang, Yang. , Tian, Daxin. , Zhou, Wanlei. . A microscopic competition model and its dynamics analysis on network attacks. กรุงเทพมหานคร : Central Queensland University, Australia; 2553.
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