In the dynamic world of digital marketing, ad fraud has emerged as a pervasive threat, undermining advertiser ROI and skewing campaign performance. This thorough guide aims to shed light on the multifaceted nature of ad fraud, providing a comparative analysis of prevalent tactics employed by fraudsters. From click injection to phantom impressions,