DocumentCode :
2461831
Title :
DoS/DDoS Detection Scheme Using Statistical Method Based on the Destination Port Number
Author :
Oshima, Shunsuke ; Hirakawa, Arata ; Nakashima, Takuo ; Sueyoshi, Toshinori
Author_Institution :
Grad. Sch. of Sci. & Technol., Kumamoto Univ., Kumamoto, Japan
fYear :
2009
fDate :
12-14 Sept. 2009
Firstpage :
206
Lastpage :
209
Abstract :
To defend DoS (Denial of Service) attacks, an access filtering mechanism is adopted in the firewall. The difficulty to define the filtering rules lies where normal and anomaly packets have to be distinguished in incoming packets. The purpose of our research is to explore the early detective method for anomaly accesses based on statistic analysis. In this paper, we defined the chi-square method, and then conducted analyses the all amount of incoming packets to our College. As the results, we extracted the following features. Firstly, the chi-square analysis based on the destination port number is more sensitive to the DDoS attacks and IP scan than that based on the destination IP address. Secondly, DoS attacks raise the chi-square value up based on the analysis of the destination IP address. Finally, the multiplexing DoS attacks tend to reduce the chi-square values in both analyses.
Keywords :
IP networks; filtering theory; packet radio networks; statistical analysis; telecommunication security; DDoS attacks; DoS detection scheme; IP address; IP scan; access filtering mechanism; anomaly packets; chi-square method; denial of service; destination port number; distributed denial of service; early detective method; firewall; incoming packets; normal packets; statistic analysis; Computer crime; Educational institutions; Filtering; Information security; Multimedia systems; Network servers; Signal processing; Statistical analysis; Testing; Web server; Chi-square Method; Destination Port Number; Detection Scheme; DoS/DDos;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Information Hiding and Multimedia Signal Processing, 2009. IIH-MSP '09. Fifth International Conference on
Conference_Location :
Kyoto
Print_ISBN :
978-1-4244-4717-6
Electronic_ISBN :
978-0-7695-3762-7
Type :
conf
DOI :
10.1109/IIH-MSP.2009.228
Filename :
5337343
Link To Document :
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