The pervasive nature of ad check here fraud poses a significant challenge to the digital advertising industry. This comparative analysis examines the diverse tactics employed by fraudsters and unveils their consequences on advertisers, publishers, and consumers. By evaluating various fraudulent practices across different platforms and geographies,