Title :
A fuzzy decision model of risk assessment through fuzzy preference relations with users´ confidence-interval
Author :
Wang, Ping ; Chao, Kuo-Ming ; Huang, Chun-Lung ; Lo, Chi-Chun ; Hu, Chia-Ling
Author_Institution :
Dept. of MIS, Kun Shan Univ. of Technol., Taiwan
Abstract :
Risk assessment for security management is a complex process which linked to substantial ambiguous. However, existing techniques of risk analysis determine the solution by the probability distribution junction of threats and its impact loss. In fact, it is difficult for users to collect precise and adequate events to estimate the probability of threats and impact losses. Consequently, a fuzzy risk analysis model is developed to prioritize the risk ranking of assets. The proposed model uses pseudo-order preference model (POPM) to represent the imprecise preference degree of decision maker and determine the ranking of alternative using fuzzy majority concept. It extends the traditional risk analysis using fuzzy multiple-person decision making (MPDM) theory and POPM to risk analysis in fuzzy environment. Finally, a real case of risk assessment for the internet data center (IDC) is given to illustrate our approach.
Keywords :
Internet; decision making; fuzzy logic; probability; risk analysis; telecommunication security; IDC; Internet data center; POPM; fuzzy MPDM theory; fuzzy preference relation; multiple-person decision making; probability distribution junction; pseudo-order preference model; risk analysis; risk assessment; security management; user confidence-interval; Chaos; Decision making; Delta modulation; Information management; Information security; National security; Probability distribution; Risk analysis; Risk management; Technology management;
Conference_Titel :
Advanced Information Networking and Applications, 2006. AINA 2006. 20th International Conference on
Print_ISBN :
0-7695-2466-4
DOI :
10.1109/AINA.2006.28