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This paper provides an overview of the field of security metrics and discusses results of asurvey of security experts on the topic. It describes a new framework for developingsecurity metrics that focuses on effectiveness measures while maintaining measures ofcorrectness. It introduces a view of security as a theoretical concept which encapsulatesmultiple aspects of a system. Viewing security as a theoretical attribute construct promotesthe recognition that multiple characteristics and features of a system are required tomake it secure. The view also motivates a sharp focus on system aspects which exhibit ameasurable security attribute. The framework is illustrated with a case study.
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