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Yes, it is possible.
You may take a look at the RLS in Power BI embeded:
Use Row-level security with Power BI embeded content
Further, you may also set the page level filter through the SetFilter function:
https://github.com/Microsoft/PowerBI-JavaScript/wiki/Filters
Regards,
Michael
Excuse me I can not find the section to hide the pages, could you give a very simple example?