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The digital promotional terrain is constantly evolving, presenting both opportunities and threats. One of the most critical challenges facing advertisers today is ad fraud, a pervasive issue that can waste advertising budgets and erode brand image. To combat this growing menace, it's essential to analyze the various types of ad fraud, their origins

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