In the dynamic world of digital marketing, ad fraud has emerged as a pervasive obstacle, compromising advertiser ROI and distorting campaign performance. This thorough guide aims to shed light on the multifaceted nature of ad fraud, providing a comparative analysis of typical tactics employed by criminals. From click injection to bogus impressions,