Since the attribute is defined in a library (support v7), you would use it as a user-defined attribute: i.e without the android: prefix:
android:background="?attr/selectableItemBackground"
The error you see is pointing out that ?android:attr/selectableItemBackground is available for API versions >= 11. True, indeed.