In the Visibility column, you should see it's currently set to Public or Unlisted. Click it. Just like on your computer, you can use the YouTube mobile app to make a video private when you upload ...
When you publish a video to YouTube, most of the time you'll probably want to mark it as Public, so anyone can see it. But you can also choose to make a video Unlisted, so you need to know the URL ...