DDoS detection and traceback with decision tree and grey relational analysis

作者:Wu Yi Chi; Tseng Huei Ru; Yang Wuu*; Jan Rong Hong
来源:International Journal of Ad Hoc and Ubiquitous Computing, 2011, 7(2): 121-136.
DOI:10.1504/IJAHUC.2011.038998

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%.

  • 出版日期2011