Coral Gables police out in full force searching for a suspect after a home invasion in the ritzy Gables Estates neighborhood.
Police spokeswoman Kelly Denham says a woman was home alone in the mansion when an armed man wearing a mask attacked her.
She says he then took off in the woman's 2011 2-door black Aston Martin, license plate X45-4EK.
Police are trying to figure out if he came in through a waterway since it's a gated community where guards track the license tags of everyone who comes in and out.
Cops have released a surveillance pictures of the Aston Martin leaving the scene.