In the dynamic world of digital marketing, ad fraud has emerged as a pervasive obstacle, undermining advertiser ROI and distorting campaign performance. This thorough guide aims to illuminate the multifaceted nature of ad fraud, providing a comparative analysis of common tactics employed by malicious actors. From click injection to bogus impression