In the advertiser platform checklist ever-evolving landscape of digital advertising, ad fraud poses a significant threat to both advertisers and publishers. This article aims to deconstruct the complex world of ad fraud by performing a comparative analysis of various malicious tactics employed by criminals. We will explore different types of ad fra