Making your connections private can add a new security layer on top of your optimized profile. Although, people with mutual connections would still see the common connections.
Read the steps ahead to find out how to make your connections private:
Tap your Profile photo button
Open “Settings”
Tap on “Visibility” button
Tap “Connections” option
Now toggle connections visibility “Off”