Found this from the telegraph.
Researchers asked 220 people to look at pictures of men and women, some of which had been manipulated to have different scars.
The pictures of men with scares received better rating as compared to pictures of men without scares. However, in case of men, scars did not enhance women’s attractiveness to men.