I often need live looking rounds for display purposes so I've done a fair few tests myself on 'killing' live primers using various oils. (Never tried water though.)
I also found that a large percentage of primers stay live after oiling/wd40ing. This shocked a lot of my shooting pals who swear oil works. Incidentally, none of them have tested the rounds they've made inert!