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Many organizations and companies around the world are currently facing major security risks that threaten assets and valuable information system resources. Numerous security concerns are caused by the lack of sufficient and effective software security risk evaluation processes. Regardless of the technique used in security attacks, which change rapidly, many of these threats can be avoided. This paper presents an effective model for discovering software security risks at an early stage of the software development cycle and reports on the ongoing development of a security trust metrics of software architecture.