The recording shows the suspect, Mario Bustamante Leiva, sitting at a table near Noem and using his foot to slide her purse out from underneath her chair, according to a Secret Service agent’s affidavit included with a criminal complaint filed April 28 in federal court.

A man accused of snatching Department of Homeland Security Secretary Kristi Noem's purse faces robbery, aggravated identity theft and wire fraud charges.