The issue still exists in FreeNAS-11.3-U4.1 , found out that the CA certificate was not present, I created a new internal CA certificate, after that a new internal certificate that is using the internal CA. Now it works for me.
And, this is a fresh install of FreeNAS, no upgrade. Hope this information will help some one with the same issue.