I don't. I think some people will, depending (as I said) on the acting. The research is about how people behave.
Maybe it's a lack of imagination on my part but other than some people sneering at "nerds doing nerd shit" this doesn't hold at all for me.
AFAIK, many (most?) people can pick up on subtle cues that something is off in that person's behavior, in their expressions, body language, how and where they look and don't, etc. And the experiment intentionally draws bystanders' attention, so many of those cues will in their sight.
Perhaps this is another "further research".