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The digital advertising landscape is continuously plagued by fraudulent activities that mislead both advertisers and publishers. This article delves into the nuance world of ad fraud, offering a comparative analysis of prevalent tactics employed by malicious actors and outlining effective countermeasures to mitigate these threats. We will examine v

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