Hello Mohindra,
Thanks for the hint. Indeed, I had taken a whole image of the gateway including the network settings. Consequently, when I made the backup, all settings were being changed.
After selecting only the specific parameters that I needed (I excluded the OS files), there was no issue.
Regards,
Panagiotis