In the dynamic world of digital marketing, ad fraud has emerged as a pervasive obstacle, compromising advertiser ROI and manipulating campaign performance. This comprehensive 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