Sarcouncil Journal of Engineering and Computer Sciences

Abstract: This scholarly task faces significant moral and compliance challenges when managing sensitive data in the cloud environment. It examines preserved health information and the healthcare and regulatory framework that controls individual identifying information in financial sectors, which highlights the financial results of significant compliance intervals and inadequate safety measures. In the discussion, necessary architectural security approaches have been investigated, including defense-in-depth strategies, encryption technologies, and identification management systems. Data governance framework and privacy engineering techniques are evaluated for their effectiveness in reducing safety events and compliance violations. The moral dimensions of cloud data management are examined beyond regulatory requirements, emphasizing the importance of transparency, informed consent, and moral evaluation processes. During the analysis, the article provides evidence-based insight into the best practices to obtain sensitive information while maintaining regulatory compliance and moral standards in rapidly complex cloud ecosystems. Conclusions are related to inequality amid organizational awareness and implementation of safety measures. Many institutions accepted the importance of comprehensive data security and failed to deploy comprehensive safety measures. This difference represents an important vulnerability in industries handling sensitive information, especially as cloud adoption and data processing are rapidly distributed across geographical and judicial borders.