I'd rather not have to put in extra work to check the people in the group. I'd rather take each person on their own merits and assume they're genuine.

Glad that you haven't decided to scrap the entire program because of one bad apple :)

I'd not do that, it's punishing everyone for the fault of one. Just turfing out the bad apple works fine :)