First, let's talk about what's happening when an app starts downloading without your permission. It's usually because you've accidentally triggered the download process or your device is set to auto-update apps. To stop an app from downloading, you need to interrupt the download process.
You can do this by going to your device's settings and finding the downloads or app updates section. From there, you can pause or cancel the download. Easy peasy, right?