Authorization
Authorization is the process of granting or denying access to a resource or service based on the identity and permissions of the user or system requesting access. In the context of data science and artificial intelligence, authorization is a critical component of ensuring data privacy and security. This involves defining roles and permissions for users and systems, and implementing access controls to restrict access to sensitive data and resources. Authorization can be implemented through various mechanisms such as role-based access control (RBAC), attribute-based access control (ABAC), and discretionary access control (DAC). Effective authorization policies and controls are essential for ensuring compliance with regulations such as GDPR and HIPAA, and for protecting against data breaches and unauthorized access.
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