Open Facebook and go to your profile
Tap or click Friends
Tap or click the three dots or Edit privacy
Select Edit privacy
Set Who can see your friends list? to Only me
Save your changes
On mobile, you can also go to Settings & privacy
Tap Settings
Tap Audience and visibility
Tap How people find and contact you
Adjust friends list visibility if available
Check your profile from another account to confirm the setting