Probably wouldn't touch the OD. The fella that used it was restoring an old tractor. It had a coat of cheap paint over the original paint. The oven cleaner worked great on the cheap paint and didn't damage the original paint at all.
Looking at the way the white coat on 66stepside's truck is peeling, I bet a shot of oven cleaner would clear that mess up.