1. A method comprising: collecting, by a service provider processor, information associated with an application and information associated with a remote client device, wherein the client device runs the application to conduct one or more transactions with the service provider; determining from the collected information, by the service provider processor, a feature set of the application to disable on the client device; and disabling remotely, by the service provider processor, the feature set of the application on the client device without affecting a second client device that runs the application.