WhatsApp, for example, does not give you the option to toggle your mic and camera off until you answer an incoming video call, though that might soon change.

WhatsApp beta version (2.25.7.3 for Android), as pointed out by Android Authority, reveals a countermeasure — one that will give you the option to answer a video call with your camera off.