I would have guessed the opposite - I would expect the least significant bits to have a random distribution (if the image is a photo from a camera, that is) so if the least significant bits of the image have a non random distribution that might be a hint that there is something hidden there.
Of course, all of this is moot if the image is lossily compressed.
Of course, all of this is moot if the image is lossily compressed.