標題: DDoS detection and traceback with decision tree and grey relational analysis
作者: Wu, Yi-Chi
Tseng, Huei-Ru
Yang, Wuu
Jan, Rong-Hong
資訊工程學系
Department of Computer Science
關鍵字: DDoS detection;attacker traceback;decision tree;grey relational analysis
公開日期: 2011
摘要: In Distributed Denial-of-Service (DDoS) Attack, an attacker breaks into many innocent computers (called zombies). Then, the attacker sends a large number of packets from zombies to a server, to prevent the server from conducting normal business operations. We design a DDoS-detection system based on a decision-tree technique and, after detecting an attack, to trace back to the attacker's locations with a traffic-flow pattern-matching technique. Our system could detect DDoS attacks with the false positive ratio about 1.2-2.4%, false negative ratio about 2-10%, and find the attack paths in traceback with the false negative rate 8-12% and false positive rate 12-14%.
URI: http://hdl.handle.net/11536/26033
http://dx.doi.org/10.1504/IJAHUC.2011.038998
ISSN: 1743-8225
DOI: 10.1504/IJAHUC.2011.038998
期刊: INTERNATIONAL JOURNAL OF AD HOC AND UBIQUITOUS COMPUTING
Volume: 7
Issue: 2
起始頁: 121
結束頁: 136
顯示於類別:期刊論文


文件中的檔案:

  1. 000288319400006.pdf