• 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