Yes, marine chilopods do exist. Perhaps one of the best known is Hydroschendyla submarina. The ERMS (European Register of Marine Species) also lists chilopod species from the genera Henia, Tuoba, Strigamia, and even (rather ironically) Geophilus.
------ Cheers,
Ken Kinman