In sophisticated semiconductor devices, the electromigration performance of copper metal lines at the top interface thereof may be enhanced by forming a copper alloy that is locally restricted to the interface. To this end, an appropriate alloy-forming species, such as aluminum, may be provided on the basis of a non-masked deposition process and may be subsequently removed by a non-masked etch process, wherein the characteristic of the resulting alloy may be adjusted during an intermediate heat treatment.