Its his governments firm position that Kim is alive? That doesnt sound like anyone knows. And the insistence that the familys health is the secret among secrets is also not very convincing. If hes dead or incapacitated that would tempt some to break the secret.
South Korea doesn’t want instability in the North, because they would fear millions of refugees pouring across the border.