A simulation optimisation-based approach for team building in cyber security

A simulation optimisation-based approach for team building in cyber security

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Article ID: iaor20171104
Volume: 11
Issue: 6
Start Page Number: 430
End Page Number: 442
Publication Date: Mar 2016
Journal: International Journal of Simulation and Process Modelling
Authors: ,
Keywords: combinatorial optimization, personnel & manpower planning, security, internet
Abstract:

In this study we present a simulation optimisation (SO) approach based on direct search methods applied to cyber security. The problem consists of investigating if and when human resources (i.e., analysts) in a company should: 1) work alone; 2) work in consultation with teammates when responding to different attack rates and types targeting a predefined set of company cyber assets. The objective of the study is to evaluate overall attack tolerance with respect to system performance degradation and both resource training and knowledge gain. Numerical examples and experiments related to resource assignment and team formation are presented to show how the SO model can support company managers when grappling with a very common decision: 'make or buy' cyber security knowhow.

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