Both suggestions given sound good - you could also use an expansion plug. Basically a rubber plug with a hex head nut on top... as you tighten the nut, the mechanism inside squeezes the rubber forcing it outward toward the hole bore. They come in a variety of sizes. Watch the material though, you'll want an oil resistant rubber like NBR (AKA Nitrile or Buna N)
DJs74