There is a qualitative difference between stepping on a land mine and maybe--possibly!--having a higher chance of getting cancer.
It is reasonable to feel aggrieved about risk you have not consented to simply because it is an injustice. Perhaps the injustice won't be visited upon me in particular but that is not the point.