Increased oil and sulfur levels may not quite get you there, 2000 volts/mil is higher than normal EPDM dielectric strength.
You may consider reducing or eliminating carbon black content as this helps. Also there has been some success in "doping" or
filling EPDM with silicone like materials.
Is...