Inspired by YouTube's DMCA claim system (or my superficial understanding of it). If there's a "bug bounty" on fraud, there will be an enthusiastic market for identifying it. If ad fraud doesn't reliably pay, the fraud market will be disincentivized. Finally, Google itself will have incentives less mis-aligned with its users'; its current incentive system being "the fraudsters pay us more; therefore we love fraud!"