Hide personal info while using Multi-Factor Authentication

Copper Contributor

We use multi-factor authentication with O365 but do not want everyone in the organization to see every users mobile number and/or personal email address. How can we continue using multi-factor authentication but hide keep personal information from showing up in exchange, sharepoint, etc?  Is this possible??

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