If they admit to it they may lose support from China. Which is the only reason they are still a country. If they deny it, then that gives China a reason to defend them and keep s. Korea from acting militarily.
Imo Kim is only hurting himself with these little stunts. Even China is growing tired of it and may be willing to cut ties at some point to keep there economic ties to the rest of the world.