She is the daughter of Anna and Edward Martin Griffiths. She has two older brothers, Ben and Samuel. She moved to Melbourne at age five, with her mother and brothers. Griffiths was raised Roman Catholic. She recalled first being inspired to become an actress after watching the American miniseries Roots as a child.

Griffiths attended Star of the Sea College, a Catholic girls' high school in Brighton.