DocumentCode :
3139657
Title :
A fuzzy comprehensive evaluation based distributed intrusion detection
Author :
Ouyang, Ming-guang ; Wang, Wei-nong ; Zhang, Yun-tao
Author_Institution :
Network Center of Shanghai JiaoTong, Shanghai Univ., China
Volume :
1
fYear :
2002
fDate :
2002
Firstpage :
281
Abstract :
Intrusion detection is a complicated decision-making process, which generally involves enormous factors about the monitored system. The fuzzy decision engine (FDE), which is a component of the detection agent in a distributed intrusion detection system, can consider various factors based on fuzzy comprehensive evaluation when an intrusion behavior is judged. The fuzzy comprehensive evaluation based distributed IDS is a hierarchical structure, which has the ability to analyze many types of information from the detection agents. Such an IDS has advantages of high accuracy of detection intrusion, an efficient decision-making process, but nevertheless, low consumption of system resource.
Keywords :
computer networks; decision theory; fuzzy set theory; matrix algebra; security of data; decision-making process; detection agent; detection agents; distributed intrusion detection; fuzzy comprehensive evaluation; fuzzy decision engine; hierarchical structure; intrusion behavior; Complex networks; Decision making; Electronic mail; Engines; Fuzzy logic; Fuzzy sets; Fuzzy systems; Information analysis; Intrusion detection; Monitoring;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Machine Learning and Cybernetics, 2002. Proceedings. 2002 International Conference on
Print_ISBN :
0-7803-7508-4
Type :
conf
DOI :
10.1109/ICMLC.2002.1176757
Filename :
1176757
Link To Document :
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