Hi Saurabh,
I had a similar error with my website and moving to a new flexible server from a single server. We had a configuration file that was pointing to a certificate which works with the old single server. In the azure portal for the flexible server is a section to download the latest root cert. Once I did this and repointed it in my web app, it was able to connect without issue.
Videsh