Cash-out refers to the act of credit card users colluding with merchants to fabricate transactions in order to illicitly obtain bank funds. Due to the large-scale appearance of credit card cash-out activities, the overdrawn balances and the number of credit card users have surged sharply, bringing significant risks to commercial banks.