misdirection
To misdirect someone is to deceive them by sending them in the wrong direction. You might misdirect a child by telling them to go find the dog, when the dog is actually in the other room.
The politician misdirected the press by giving a false statement.
The artist misdirected the viewers by painting the wrong picture.