Title :
Research the information security risk assessment technique based on Bayesian network
Author :
Lijian, Wang ; Bin, Wang ; Yongjun, Peng
Author_Institution :
Sch. of Comput., Wuhan Univ., Wuhan, China
Abstract :
Information security risk assessment is a new technology in China, there are so many difficulties in its application. In this paper, we introduced Bayesian network into information security risk assessment system based on risk analysis studies. Firstly, we create a risk assessment model based on Bayesian network, which used probabilistic reasoning to seek value at risk and combined with expert knowledge. And then we give a risk assessment model system architecture network based on Bayesian analysis and the corresponding security knowledge base in detail. Finally, we present an implementation of risk analysis module based on Bayesian network, and used it to analyze an example. We believe that the model of information security risk assessment based on Bayesian analysis is an effective model of risk assessment system.
Keywords :
Bayes methods; inference mechanisms; risk management; security of data; Bayesian network; China; information security risk assessment technique; probabilistic reasoning; risk assessment model system architecture network; Atmospheric measurements; Bayesian methods; Markov processes; Mechatronics; Particle measurements; Pipelines; Risk management; Bayesian Network; Information Security; Risk Analysis; Risk Assessment;
Conference_Titel :
Advanced Computer Theory and Engineering (ICACTE), 2010 3rd International Conference on
Conference_Location :
Chengdu
Print_ISBN :
978-1-4244-6539-2
DOI :
10.1109/ICACTE.2010.5579740