We introduce an efficient approach to evaluate counterparty risk and we compute the Credit Valuation Adjustement for derivatives having early exercise features. The approach is flexible and can account for wrong-way risk and various models for the underlying risk factor's dynamics. Numerical experiments are presented to illustrate the efficiency of the method.