In this paper, we employ VIKOR method to the multiple attribute decision making (MADM) with the interval neutrosophic numbers (INNs). Then, the extended classical VIKOR method is proposed to deal with MADM problems with the INNs. The validity and stability of this method are verified by example analysis for evaluating the credit risk of small new venture' indirect financing.