Nazi swastikas and Ku Klux Klan logos were daubed in red paint on the wall.
Officers described the graffiti, applied between Sunday night and Monday morning, as “mindless” criminal damage.
A 19-year-old man has been arrested in connection with the incident and has been released on police bail pending further enquiries.