Accreditation activities are critical for an institution pursuing excellent recognition. However, the segmented approach to records or document management employed for accreditation, which relies on paper-based records, has several flaws. Impediments such as misplacement, crumpling, termites, and other conditions that might result in damaged or…

This Praxis develops a machine learning (ML) model to address ransomware threats in higher education institutions (HEIs). HEIs are vulnerable to cyberattacks due to their open-access environments, diverse user bases, and decentralized IT systems. These vulnerabilities are compounded by limited budgets, heightened risks from increased digital…