A dielectric layer including cerium oxide and aluminum oxide acting as a single dielectric layer, and a method of fabricating such a dielectric layer, produces a reliable structure with a high dielectric constant (high-k) for use in a variety of electronic devices. Such a dielectric layer including cerium oxide and aluminum oxide may be used as the gate insulator of a MOSFET, as a capacitor dielectric in a DRAM, as a tunnel gate insulator in flash memory, or as a dielectric in an NROM device, among others, because the high dielectric constant (high-k) of the film provides the functionality of a much thinner silicon dioxide film.