One solution is to have a screensharing call with the contributor and have them explain their patch. We have already caught a couple of scammers who were applying for a FOSS internship this way. If they have not yet submitted anything non-trivial, they could showcase personal projects in the same way.

FOSS has turned into an exercise in scammer hunting.