Deputies said it happened just before 8 p.m. in the 8300 block of Old Smithfield Road.
An injured man was found and taken to WakeMed for treatment.
Deputies said the incident was isolated to a specific residence and a person has been detained for questioning.
Another person who left the scene is being sought for questioning.