In short -
You get a cryptocurrency called BAT (Basic Attention Token) for your attention (viewing) to an ad which came from Brave private ads.
If you’ve enabled brave rewards, you can get 3 types of ads, one is sponsored images (can be seen on the New tab page) , push notification ads and a inline content ads (in brave news).
A more detailed explanation has been shared by Saoiray at