A primer composition containing (A) an organosilicon compound having a fluorine-containing organic group and having hydrogensilyl groups at both the terminals of the molecule and (B) a platinum group metal catalyst, and a method of modifying the surface of silicone rubber by using such a primer composition. This primer composition enables firm adhesion between a silicone rubber and a curable liquid fluorine rubber.