DocumentCode
571383
Title
A jump-diffusion approach to modelling software security investment
Author
Zheng, JiaXiang ; Jun Wan ; Ren, YunFei ; Guo, Hongyu
Author_Institution
Dept. Manage., Northeastern Univ. at Qinhuangdao, Qinhuangdao, China
fYear
2012
fDate
18-21 Aug. 2012
Firstpage
274
Lastpage
278
Abstract
In this paper, we present a model in which the investment in software countermeasure system is at the same time uncertain of costs and benefits from maintenance system and diminish cyber attacks under jump-diffusion process, and needs investment time using the real options approach. The software security depends upon the time it takes to receive benefiting from the system once the decision to invest has been taken. The model account for uncertainty both in the unexpected events security defect and benefits from diminish attacking damage associated with the investment opportunity. Unexpected events such as new security threat are included into the models as Poisson jump processes. The practical significance of the paper is the application of the model to approximate the continuous time the value security investment, resulting in an easy to use decision aid for managers.
Keywords
investment; security of data; stochastic processes; Poisson jump processes; cyber attacks; events security defect; investment opportunity; investment time; jump-diffusion approach; maintenance system; real options approach; software countermeasure system; software security investment modelling; value security investment; Economics; Information security; Investments; Random variables; Software; Uncertainty;
fLanguage
English
Publisher
ieee
Conference_Titel
Business Intelligence and Financial Engineering (BIFE), 2012 Fifth International Conference on
Conference_Location
Lanzhou
Print_ISBN
978-1-4673-2092-4
Type
conf
DOI
10.1109/BIFE.2012.149
Filename
6305127
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