In the fabrication of integrated circuits containing multilevel structures of FSG (F-doped SiO2) dielectric layers and aluminum-copper-TiN layers, superior adhesion between the FSG and aluminum-copper-TiN is achieved by subjecting the aluminum-copper-TiN layer to a plasma containing N2 and H2 or N2 and NH3 prior to deposition of the FSG layer. It is believed that the plasma treatment converts unreacted Ti within the TiN layer to TiN and, also, stuffs grain boundaries within the TiN layer with N2. The result is a void-free TiN layer which is impervious to F atoms residing in the FSG layer.