Login to Facebook and Click the profile button (top right first and last name).
Click the Edit family, friends lists button on the left sidebar under the Friends menu.
Click Visibility drop down arrow and click Only me to hide your friends list from everyone on Facebook.
Note: Optionally, choose the visibility that fits with your privacy needs.
Click Save Changes to save your selection.