"Knowing me" means more than just "knowing who I am." I know who U.S. President Obama is. I've seen him on television, read about him in the newspapers, and more. I would recognize him on sight, so if he asked me the second question, I would answer "Yes, I know who you are." I don't know him, though. We've never met, never been introduced.