A method of forming a standard mask for an inspection system is provided, the method comprising providing a substrate within a chamber, and providing a tetraethylorthosilicate (TEOS) precursor within the chamber. The method further includes reacting the TEOS precursor with an electron beam to form silicon oxide particles of controlled size at one or more controlled locations on the substrate, the silicon oxide particles disposed as simulated contamination defects.