I've found that adding this to a form prevents Chrome from using Autofill.
Found here. https://code.google.com/p/chromium/issues/detail?id=468153#hc41
Really disappointing that Chrome has decided that it knows better than the developer about when to Autocomplete. Has a real Microsoft feel to it.