Bell's publicist, Marcel Pariseau confirmed the couple's engagement but said Monday that no other details are available.
The 29-year-old Bell and 35-year-old Shepard appear in the romantic comedy "When in Rome."
The actress was a presenter at the Grammy Awards in Los Angeles on Sunday. Her TV credits include "Heroes" and "Veronica Mars."
