An approach is provided for proxy-based access controls. A proxy platform causes, at least in part, designation of at least one monitoring client of a proxy server. The proxy platform receives an input for associating one or more accessing clients with the at least one monitoring client. The at least one monitoring client manages access to one or more resources of the proxy server by the one or more accessing clients.