کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
554764 873879 2012 12 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
A novel risk assessment and optimisation model for a multi-objective network security countermeasure selection problem
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر سیستم های اطلاعاتی
پیش نمایش صفحه اول مقاله
A novel risk assessment and optimisation model for a multi-objective network security countermeasure selection problem
چکیده انگلیسی

Budget cuts and the high demand in strengthening the security of computer systems and services constitute a challenge. Poor system knowledge and inappropriate selection of security measures may lead to unexpected financial and data losses. This paper proposes a novel Risk Assessment and Optimisation Model (RAOM) to solve a security countermeasure selection problem, where variables such as financial cost and risk may affect a final decision. A Multi-Objective Tabu Search (MOTS) algorithm has been developed to construct an efficient frontier of non-dominated solutions, which can satisfy organisational security needs in a cost-effective manner.


► We develop a model to support financial investment decisions.
► We propose a multi-objective countermeasure selection problem.
► We find trade-offs between cost and risk.
► A MOTS method has been developed to find near optimal solutions.
► Experiments demonstrate good performance in terms of quality of solutions.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Decision Support Systems - Volume 53, Issue 3, June 2012, Pages 599–610
نویسندگان
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