If you want to prevent the cabinets from being opened (short of using
destructive force), but don't want visible locks, try Tot-Loks.

http://cabinetparts.com/specials/totlok/totlok.htm

We have a not-quite-two toddler who thinks the whole world is his
playground, so we installed these things on our desk drawers, and they
work just fine.