Fairness In Testing

Was your test on The Count of Monte Cristo a fair test?

How do you decide whether a test is fair or not? What criteria do you use? What criteria SHOULD you use?

And what's the difference, as far as tests are concerned, between "UNFAIR" and "FAIR, but HARD as ****?"