You cannot simply unplug your ethernet cable and expect Fusion to work. You must enable Offline Mode while you still have internet access .
Working in allows you to continue designing when an internet connection is unavailable or restricted. This mode uses a local cache on your computer to store and open recent files. How to Use Offline Mode fusion 360 offline