A chip package is provided. The chip package includes a semiconductor die and a protection layer surrounding the semiconductor die. The chip package also includes a dielectric layer over the semiconductor die and the protection layer. The dielectric layer has an upper surface with cutting scratches. The chip package further includes a conductive layer over the dielectric layer and filling some of the cutting scratches.