In the dynamic world of digital marketing, ad fraud has emerged as a pervasive threat, compromising advertiser ROI and manipulating campaign performance. This comprehensive guide aims to illuminate the multifaceted nature of ad fraud, providing a comparative analysis of common tactics employed by malicious actors. From click generation to phantom i