As digital advertising continues its relentless expansion, so too does the threat of ad scams. Simply relying on traditional methods is no longer sufficient to protect campaign budgets and ensure real user interaction. Marketers must now embrace innovative traffic control strategies that go beyond basic screening. This includes employing behavioral