Police arrested an American Airlines flight attendant on Thursday on suspicion of trying to secretly record a 14-year-old female passenger using a bathroom aboard an airplane he was working on last September.

Police also allege Estes Carter Thompson III, 37, of Charlotte, North Carolina, had recordings of four other minor female passengers using lavatories on an aircraft he had worked on previously.

Thompson was charged with attempted sexual exploitation of children and possession of child sexual abuse images depicting a prepubescent minor.

He was arrested in Lynchburg, Virginia, and will remain in custody pending his initial court appearance in Virginia. He will appear in federal court in Boston at a later date, officials said.