Open Instagram and go to your profile
Tap the menu icon
Go to Settings and privacy
Tap Privacy
Set your account to Private
Remove followers you do not want to see your following list
Block specific users if needed
Limit who can see your activity through privacy settings
Note that Instagram does not offer a way to fully hide your following list from all followers on a private account