Oh sorry, you said it was chrome, I think I’m going blind . Take a look at this:
This can help you resolve just about any browser-level setting using desired capabilities.
Note: If it’s NOT a browser-level notification, but rather a notification from the application itself, you will need to handle it on the webdriver level.