An apparatus for driving a headlight cover includes a rotary shaft rotated by a motor and covered with shields. A rotary member extends from the rotary shaft, rotates with the rotary shaft, and has at least one protrusion on a surface. A plurality of guides are fitted around the rotary member and have grooves on inner sides, respectively, to receive the protrusion of the rotary member. An elastic member is fitted on the guides.