Hi,
I got what the issue was and sharing the same...here is what I did.
Actually the user with which I was logged in has AP _SYS_BI_CP_ALL assigned to it, but this privilege secured only classic information view and not the one secured by SQL. So I had to add in the AP the views secured with SQL AP and then the user was able to view the data.
Thanks for your help.