If nodes are unreachable then they would be secure from hacking and of course anon.
On the other hand this article points out that the less reachable nodes there are the more centralised the network is.
These stats seem to be using the same data to draw to different & separate conclusions.
https://www.ccn.com/number-of-reachable-bitcoin-nodes-fell-19-in-2018/