#80 silicon carbide... JK
Try ethanol, lacquer thinner, acetone, brake cleaner, MEK (WEAR AN ORGANIC VAPOR FILTER MASK!!!!), or mineral spirits. Some of the anti-spatter are water based, some are solvent based. If yours is water based, the ethanol should do it.