Setting your Instagram to private may work. However, this will only hide your "Following" list from people who do not currently follow you.
However, this will only hide your "Following" list from people who do not currently
follow ... There can be all kinds of reasons for wanting to hide who you follow on
the app. ... Unlike Facebook, there is no privacy setting to hide your friend list.