The 31-year-old woman says she was attacked around 1:30 a.m. in the underground parking garage of the complex in the 1000-block of North Plum Grove Road.
The victim says someone came up from behind and knocked her unconscious. She was taken to a hospital and treated for minor injuries.
Police are awaiting test results to determine if the woman was sexually assaulted.