Open Facebook and go to your profile
Tap or click Friends
Select the pencil icon or the three dots
Choose Edit Privacy
Set Who can see your friends list to Only me
Save the changes
On mobile, go to Menu > Settings & privacy > Settings
Tap Privacy Checkup or Audience and visibility
Open How people can find and contact you
Set Friends list visibility to Only me