Detecting files that failed to load while testing with Selenium WebDriver

If you open your dev tools while a page is loading, you'll see all the json/js/fonts/images/etc files that loaded while the page loaded.

I want to be able to detect if any of these failed to load, while executing my Selenium WebDriver tests.

I'm pretty sure WebDriver doesn't support seeing these individual http requests, but what approach should I take to be able to detect any that fail to load? Keep in mind that all my testing is behind a login.