Is there any way to blur a part so as not to show it?

There are many techniques, including adding mosaics later, making the subject's face in shadow, or directly covering the face with objects, such as a potted flower.

You may ask the second question, that is, let the interviewee be in a bright background, and the lens is exposed in the background, which darkens the face of the character.