Comment by NeutronBoy

If your firewall (which you'll still need) is configured correctly, then the wider internet either won't know an address isn't routable, or won't be able to do anything even if it is (there are various schools of thought on blocking ICMP messages from the internet, which range from "you break the internet if you block ICMP" to "I'll blackhole ICMP so nobody knows my devices exist")