Title :
Research on Compensation Fuzzy Reasoning and application in DoS attack detection
Author :
Li Jingjiao ; Ho Cholman ; Sonil, Gwak ; Li Zhenni ; Choe Zongho
Author_Institution :
Coll. of Inf. Sci. & Eng., Northeastern Univ., Shenyang, China
Abstract :
Fuzzy reasoning methods have demonstrated their ability to solve different kinds of problems in various applications domains. Currently, there is an increasing interest to augment new fuzzy reasoning principles and methods with speeding and processing capabilities. This paper points out a kind of fuzzy reasoning (CFR: Compensation Fuzzy Reasoning), and its application on DoS attack detection. Because proposed method is not based on traditional compositional operation and its operation is simple, it could be used to solve different kinds of problems. In addition, test results explained that proposed method is faster than others and it is effective on DoS attack detection. Through comparison of the existing reasoning method and application, effectiveness of proposed method is shown. This reasoning method gives us various abilities of realization in various applications domains as artificial intelligence problem and so on.
Keywords :
computer network security; fuzzy reasoning; DoS attack detection; artificial intelligence problem; compensation fuzzy reasoning; Cognition; Computer crime; Equations; Fuzzy reasoning; Fuzzy sets; IP networks; Intrusion detection; DoS Attack Detection; Fuzzy Modus Ponens; Fuzzy Modus Tollens; Fuzzy Reasoning; Synflood Attack;
Conference_Titel :
Fuzzy Systems and Knowledge Discovery (FSKD), 2012 9th International Conference on
Conference_Location :
Sichuan
Print_ISBN :
978-1-4673-0025-4
DOI :
10.1109/FSKD.2012.6233912