In the dynamic world of digital marketing, ad fraud has emerged as a pervasive challenge, compromising advertiser ROI and distorting campaign performance. This thorough guide aims to illuminate the multifaceted nature of ad fraud, providing a comparative analysis of prevalent tactics employed by criminals. From click generation to phantom impressio