A federal judge who has accused the Securities and Exchange Commission of negotiating weak settlements in Wall Street cases on Thursday accused the agency of misleading a federal appeals court.

U.S. District Court Judge Jed S. Rakoff said the SEC also withheld from him important information that he needed to do his job.