I just did a search on this website http://www.geneanum.com/tunisie/bases.html
I find no record of your family. You can go there and check for yourself. No births, marriages, deaths.
Where else did they live prior to emmigrating to the U.S.? Could they lived in Algeria or some other North Africa country?
Sorry I couldn't be of more help.