iTunes is syncing photos from 2006 when I've told it to include the last month
You should check the iPhoto/Photos app and see if any of your 2006 photos are in the Last Month tab or the April 2015 tabs. If they are then the problem is with the photos' dates, not iTunes or your iDevice.