WASHINGTON—Former White House counsel Greg Craig was acquitted by a federal jury on Wednesday on a felony false-statement charge, a major vindication for one of the most prominent lawyers in Washington. The jury acquitted Mr. Craig, who served as a top counselor to two Democratic presidents and a secretary of state, after less than five hours of closed-door deliberations at a courthouse in downtown Washington, D.C.