In the ever-evolving landscape of digital advertising, ad fraud poses a significant obstacle to both advertisers and publishers. This article aims to uncover the complex world of ad DSP platforms for beginners fraud by implementing a comparative analysis of various malicious tactics employed by perpetrators. We will investigate different types of a