NK and SK are a lot more evenly matched then you say.

If NK did go for an all out invasion, and no one intervened, they would lose but it would take a long time. NK cannot sustain a full invasion, SK can.

Although in real life if NK did invade, then China would quickly stop backing it up, and it would be internationally spanked.