Unfortunately not much experience with Java 10 on my side and also not much time to invest...
I tried quickly, but failed to even compile using Java 10 with various errors, after some plugin-updates it fails with more errors, all related to Java 9/10 support in various used parts, e.g. Jenkins, Maven, ... it seems to me that the overall infrastructure for building/running Jenkins is not matured enough to compile against Java 10.
I pushed some of the plugin updates to Github which fix the first two errors, maybe you want to take it from there?
It may also work now if you build the latest master with Java 8 and then use it with Java 10 as I updated JaCoCo to 0.8.1 in the plugin.
Dominik.