The incident happened Friday night in Fort Greene, outside Bishop Loughlin Memorial High School.
Police released images of four suspects wanted for questioning.
Published reports indicate the shooters may have been trying to rob the victims of their hats.
All the victims, four men and one woman who range in age from 17 to 19, are expected to recover.