In the ever-evolving digital advertising landscape, ad fraud poses a significant risk to advertisers and publishers alike. Advertisers spend billions of dollars annually due to fraudulent activities that artificially inflate impressions and clicks. To combat this growing problem, companies have deve

Banner ads are a prevalent form of online advertising that frequently appear at the bottom of web pages. These rectangular advertisements serve graphical content to attract visiting customers. Banner ads are known for their extensive visibility and capability to successfully market products or offer