Title :
A fuzzy description logic model for Intrusion Detection Systems
Author :
Baniasadi, Zohreh ; Sanei, Arghavan ; Omidi, Mohammad Reza
Author_Institution :
Dept. of Comput. Sci., Shahid Bahonar Univ. of Kerman, Kerman, Iran
Abstract :
Today most managing network security systems, especially Intrusion Detection System (IDS), play a significant role in computer societies and due to the evolution of threats, the use of traditional crisp methods are not efficient. It is also clear that high level conceptual modeling eases the complex attack detection process. This paper proposes a new approach in which the benefits of both fuzzy and description logics are exploited in IDS in the form of simple model. Finally our example shows the main aim of attackers by categorizing attacks.
Keywords :
fuzzy logic; security of data; attack detection process; fuzzy description logic model; intrusion detection systems; network security systems; Fuzzy logic; Intrusion detection; Knowledge based systems; Monitoring; Semantics; Syntactics; Description Logics (DL); Fuzzy Description Logics (FDL); Fuzzy Logic (FL); Intrusion Detection System (IDS);
Conference_Titel :
Telecommunications (IST), 2010 5th International Symposium on
Conference_Location :
Tehran
Print_ISBN :
978-1-4244-8183-5
DOI :
10.1109/ISTEL.2010.5734086