Press and hold your current lock screen until the wallpaper tray appears. Alternatively, open Settings > Wallpaper > Add New Wallpaper. Tap the blue plus icon at the bottom to create a new lock ...

Your lock screen wallpaper keeps changing because the Background setting is configured to Windows Spotlight or Slideshow. These settings automatically rotate images on your lock screen.