For more information, see the FAQ What does the Privacy switch do?
On the apps:
When you try to view the feed from a camera that's in Privacy mode, you'll get a popup like the one seen below right.
On the website:
When you try to view the feed from a camera that's in Privacy mode, you'll get a popup like the one seen below.