Common characteristics of a bust-out include the establishment of multiple accounts using synthetic or stolen identities, establishing a positive credit history over time, regular payments, and low balances. Once the fraudster has established trust with the financial institution, they may suddenly max out the credit line and disappear without making any further payments.