Us Weekly first reported the actress was wearing an engagement ring in October, but she only confirmed the news Friday.
"Yeah," she told the magazine. "[We got engaged] a couple months back."
The two met while on the set of the canceled ABC drama "Pan Am," the Los Angeles Times reported Friday.
Ricci was previously engaged to "Sullivan & Son" actor Owen Benjamin, but that was called off in June 2009.