Simply adding a password for root is not enough for Ubuntu 14.04 Server.
You need to edit /etc/ssh/sshd_config, and commend out the following line:
PermitRootLogin without-password
Just below it, add the following line:
PermitRootLogin yes
Then restart SSH:
service ssh restart
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