How do you verify if Confederate currency is authentic?

You can examine it closely for Wording like "FACSIMILE" or "REPLICA" ... some copies were marked this way. Otherwise, have it examined by an expert. Check out the following website for coin shows in your area, where you can take the currency and have it appraised for free : http://www.coinshows.com