Title :
Research of security analysis based on subjective Bayesian Networks
Author :
Chu, Zhuli ; Yang, Zichun ; Peng, Maolin ; Sun, Wencai
Author_Institution :
Sch. of Naval Archit. & Power, Naval Univ. of Eng., Wuhan, China
Abstract :
Considering the uncertainties of evidence, regulation and reasoning in the security analysis of complex equipments, this paper made use of the theory of subjective Bayes methods, introduced the odds function, made an subsection interpolateing transaction of the conditional probability function, represented the data in a uniform framework with the Bayesian Networks and gained a rule of how to express the uncertain information in an accurate way. The result of the example showed the arithmetic is more accurate.
Keywords :
Bayes methods; belief networks; inference mechanisms; probability; security of data; complex equipment; conditional probability function; odds function; security analysis; subjective Bayes method; subjective Bayesian network; subsection interpolating transaction; uncertain information; Bayesian methods; Cognition; Equations; Mathematical model; Pipelines; Security; Uncertainty; Bayesian Networks; odds function; security analysis; subjective Bayes; uncertainty;
Conference_Titel :
Mechanic Automation and Control Engineering (MACE), 2011 Second International Conference on
Conference_Location :
Hohhot
Print_ISBN :
978-1-4244-9436-1
DOI :
10.1109/MACE.2011.5986989