An interconnect structure and fabrication method are provided. A substrate can include a semiconductor device disposed therein. A porous dielectric layer can be formed on the substrate. A surface treatment can be performed to the porous dielectric layer to form an isolation layer on the porous dielectric layer to prevent moisture absorption of the porous dielectric layer. An interconnect can be formed at least through the isolation layer and the porous dielectric layer to provide electrical connection to the semiconductor device disposed in the substrate.