2 September 2003 Evidential reasoning research on intrusion detection
Author Affiliations +
Proceedings Volume 5253, Fifth International Symposium on Instrumentation and Control Technology; (2003); doi: 10.1117/12.522207
Event: Fifth International Symposium on Instrumentation and Control Technology, 2003, Beijing, China
Abstract
In this paper, we mainly aim at D-S theory of evidence and the network intrusion detection these two fields. It discusses the method how to apply this probable reasoning as an AI technology to the Intrusion Detection System (IDS). This paper establishes the application model, describes the new mechanism of reasoning and decision-making and analyses how to implement the model based on the synscan activities detection on the network. The results suggest that if only rational probability values were assigned at the beginning, the engine can, according to the rules of evidence combination and hierarchical reasoning, compute the values of belief and finally inform the administrators of the qualities of the traced activities -- intrusions, normal activities or abnormal activities.
© (2003) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
Xianpei Wang, Hua Xu, Sheng Zheng, Anyu Cheng, "Evidential reasoning research on intrusion detection", Proc. SPIE 5253, Fifth International Symposium on Instrumentation and Control Technology, (2 September 2003); doi: 10.1117/12.522207; https://doi.org/10.1117/12.522207
PROCEEDINGS
5 PAGES


SHARE
KEYWORDS
Computer intrusion detection

Aluminum

Artificial intelligence

Computing systems

Instrumentation control

Internet

Local area networks

Back to Top