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In the ever-evolving digital advertising landscape, ad fraud poses a significant risk to advertisers and publishers alike. Advertisers spend billions of dollars annually due to fraudulent activities that artificially inflate impressions and clicks. To combat this growing problem, developers have developed sophisticated detection tactics. This artic

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