In the dynamic world of digital marketing, ad fraud has emerged as a pervasive challenge, compromising advertiser ROI and distorting campaign performance. This in-depth guide aims to illuminate the multifaceted nature of ad fraud, providing a comparative analysis of typical tactics employed by fraudsters. From click farming to phantom impressions,