Designing a Data Governance Framework for Cybersecurity Risk Reporting: A Model for Business Intelligence Teams
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In the rapidly evolving digital landscape, the integration of robust data governance practices is crucial for enhancing cybersecurity risk reporting within organizations. This abstract presents a model for designing a data governance framework tailored specifically for Business Intelligence (BI) teams. The proposed framework emphasizes the intersection of data governance and cybersecurity, ensuring that data management practices support comprehensive risk reporting and decision-making processes. Key elements of the framework include data quality management, data access controls, and data lineage tracking, which collectively contribute to more accurate and timely cybersecurity risk assessments. By embedding these elements into the governance structure, BI teams can better manage and mitigate data-related risks, ensuring that cybersecurity threats are identified and addressed proactively. The model also incorporates advanced analytics and machine learning techniques to automate the detection of potential vulnerabilities, thereby enhancing the efficiency and effectiveness of risk reporting. Furthermore, the framework advocates for a collaborative approach, involving stakeholders from IT, security, compliance, and business units to ensure that data governance policies align with the organization's overall cybersecurity strategy. This interdisciplinary collaboration is essential for fostering a culture of cybersecurity awareness and accountability across the enterprise. In addition to technical considerations, the framework addresses the need for clear governance policies and procedures, regular audits, and continuous monitoring to maintain data integrity and compliance with regulatory requirements. The model is designed to be adaptable, allowing organizations to customize their data governance practices based on their specific industry, regulatory environment, and risk profile. The implementation of this data governance framework is expected to significantly improve the accuracy and reliability of cybersecurity risk reporting, providing BI teams with the tools and insights necessary to support informed decision-making and safeguard organizational assets against emerging threats.
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