McGowan first indicated about her engagement by tweeting a picture wearing a ring, reported E!News.
Detail is a member of the artist collective Cyrcle.
The actress was previously engaged to shock rocker Marilyn Manson, whom she broke up with in 2001 due to a "lifestyle difference".
She also dated Robert Rodriguez, who directed her in Grindhouse but they split up in 2009.