I really did not like making hidden fields, I think that making it like that will get really confusing really fast.
On the input fields that you want to stop from auto complete this will work. Make the fields read only and on focus remove that attribute like this
what this does is you first have to remove the read only attribute by selecting the field and at that time most-likely you will populated with your own user input and stooping the autofill to take over
