MAITLAND, Fla. -- A vehicle stolen after a reported home invasion and attack on two Casselberry women over the weekend has been found, police said Tuesday.

No further details were provided, Maitland Police officers said the vehicle, a 2006 silver Toyota Matrix, was found in a Maitland parking lot near U.S. Highway 17-92 and Versailles Drive.

Casselberry Police continue to search for the man accused of raping one of two women, kidnapping them, and then stealing their car on Saturday night. 

Investigators said the case began with a knock on the women's door at Stonecastle Apartments off Semoran Boulevard and ended at a Publix parking lot in Maitland, where the man was hoping to get money from them by forcing them to withdraw money from an ATM. One woman got the attention of a Publix employee, who called police.  

According to investigators, the man randomly knocked on the women's apartment door and they opened it, thinking it was a delivery. That's when he stormed in with a knife.

The 24-year-old women told police the man then began rummaging through the apartment. When they tried to run into a bedroom, he forced them onto the bed and raped one of the women, authorities said.

"I believe he became scared that the police were coming, that they were doing something because it was taking too long. We believe, we speculate, he then took the keys from the second victim and fled," Casselberry Police Chief Larry Krantz said.

The suspected attacker, who's still being sought, is described as white, between 5-foot-10 and 6-feet tall, with shoulder-length brown or dark blond curly hair with blue eyes. He has some facial hair and might be in his 30s. He was last seen wearing a blue baseball cap, blue long-sleeve shirt and green shorts and no shoes.

Anyone who can provide more information about the case is asked to call Casselberry Police at 407-262-7616 ext. 1056 or Crimeline at 1-800-423-TIPS.