Wallpaper apps can be safe, but it's important to be aware of the permissions that they require. Some apps may request access to your location, contacts, or other personal information. Make sure you only download apps from reputable sources, and read the reviews before installing. If you're not sure whether an app is safe, contact the developer for more information.