yeah we had people join with different person interviewing for them. We now have a policy to take a screenshot of person's face during interview and compare them to person who joins. We've busted a bunch but a whole lot have slipped through the cracks.
It's not unreasonable to ask the candidate permission to either record the video interview, or at least have their camera on for 20s while a screenshot is taken.