The Niagara River isn't very wide. It seems like it would be an easy trip from Canada to the US. But the U.S. Border Patrol doesn't suggest you come that way.
UPDATE! The Rensselaer County Sheriff's Office has announced a suspect has been arrested, and charged with burglary and grand larceny for allegedly taking the Eagle Mills Fire Department's Fire Utility truck. No other information was released.