Kitera Alishia Bishop, 23, of the 8800-block of Fontana Lane (21237), died on Friday after suffering multiple gunshot wounds to the upper body at around 1 a.m. on Thursday morning.
A 26-year-old man also suffered a non-life-threatening gunshot wound during the incident.
The suspect fled the scene prior to police arrival.
Police are asking anyone who may have additional information regarding this shooting or who can help identify the suspect to call 410-307-2020. Callers may remain anonymous.
Tips can also be submitted through Metro Crime Stoppers by calling 1-866-7LOCKUP.