Unfortunately there isn't a way to do this natively. If you have rights to see the report in the list you can run the report. I can see a use case where you might want a user to know a report exists, but not be able to run it, but I would think that would be a rare case.
Jack Corbett
Consultant - Straight Path Solutions
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