ABAC Lab, an open-source platform designed to support ABAC policy mining and analysis by integrating datasets, tools, and new real-world case studies. ABAC Lab addresses key challenges in the field, including the limited availability of publicly accessible ABAC datasets, the lack of standardized formats, and the need for tools that enable systematic policy evaluation.