Bust-out fraud
Also known as: Bust-out fraud · Bust out · Credit bust-out · Sleeper fraud
A long-game fraud in which the fraudster builds a good credit history to earn high limits and then, at a chosen moment, draws everything at once with no intention to repay.
Legal basis
Wikipedia — Bust-out
Bust-out fraud is patient. The fraudster — with a real or synthetic identity — opens accounts, pays everything on time for months and earns trust: limits grow, new products are offered. Then comes the "bust-out": they use all available credit at once, sometimes inflating the limit with payments that are later reversed, and vanish without paying. What looked like the best customer becomes a total loss in days.
It is hard to catch on an isolated account, because during the building phase it is exemplary. The signals appear in the aggregate: several accounts with the same synchronized behavior, the same device or address behind them, usage that jumps from disciplined to maxed out with no transition. Linking the accounts in a relationship graph and cross-checking against synthetic identity is what anticipates the bust-out before it happens.
Frequently asked questions
What is bust-out fraud?
It is a long-game credit fraud: the fraudster builds an impeccable history to obtain high limits and then, at a chosen moment, uses all the credit at once with no intention to repay, disappearing afterward. During the building phase, the account looks like a great customer.