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The pervasive nature of ad fraud poses a significant challenge to the digital advertising industry. This comparative analysis investigates the diverse ad tech best practices methods employed by fraudsters and unveils their effects on advertisers, publishers, and consumers. By comparing various deceptive practices across different platforms and geog