How can I hide my profile information from other players?

You can easily change your profile visibility, so the strangers won't be able to see your profile in the game! 
To do this, click on "Profile" tab in the left upper corner. Then click "Edit Profile"

In the following window, you can easily set up your profile visibility as you wish.

You have an ability to choose public, friends or only you