Justice Department lawyers told the judge, Michael E. Farbiarz, on Friday, that Mr. Khalil was being held on allegations that had been added to his case more than a week after his arrest in March.

Earlier Friday, the ACLU released a video featuring actors Mark Ruffalo, Mahershala Ali and other celebrity fathers reading a letter Khalil wrote to his newborn son from jail ahead of his first Fathe...