A multilevel interconnect structure in a semiconductor device includes a first insulating layer formed on a semiconductor wafer, a Cu interconnect layer formed on the first insulating layer, a second insulating layer formed on the Cu interconnect layer, and a metal oxide layer formed at an interface between the Cu interconnect layer and the second insulating layer. The metal oxide layer is formed by immersion-plating a metal, such as Sn or Zn, on the Cu interconnect layer and then heat-treating the plated layer in an oxidizing atmosphere.