In the dynamic world of digital marketing, ad fraud has emerged as a pervasive obstacle, undermining advertiser ROI and manipulating campaign performance. This in-depth guide aims to illuminate the multifaceted nature of ad fraud, providing a comparative analysis of prevalent tactics employed by fraudsters. From click generation to fake impressions