Authorities say a woman and her three children were held at knifepoint inside their parked car in Pike Creek, about 5 miles north of Newark.
The News Journal of Wilmington reports Delaware State Police are investigating the attempted armed robbery in front of a liquor store Thursday.
Police say a man approached the victim's vehicle, opened the unlocked passenger door and sat in the front passenger seat.
They say he took out a knife and demanded money from the victim, but the 26-year-old woman refused to give into his demands.
After several failed attempts to get money, police say the man then grabbed the keys to the vehicle and threw them into a nearby bush and ran away. No one was injured.
The suspect is still on the loose.
Copyright AP - Associated Press