Before revision:  We have derived exact asymptotic results for a generalization of the  Kolmogorov-Smirnov test, well suited to test these extreme tails.
After revision:  We have derived exact asymptotic results for a generalization of the Kolmogorov-Smirnov test, well suited to testing these extreme tails.