In today's digital world, advertising fraud, often referred to as ad fraud, poses a significant challenge for marketers. This deceptive practice drains marketing budgets through sophisticated schemes like click farms and bot networks that generate fake impressions and engagements, ultimately undermining campaign performance metrics and eroding trust in digital advertising ecosystems.