Ad fraud is a deceptive practice where fraudulent actors manipulate advertising metrics to generate revenue or mislead advertisers, often through fake impressions, clicks, or conversions. This undermines the digital advertising ecosystem, resulting in financial losses and skewed data analytics for businesses and marketers.