In the ever-evolving digital advertising landscape, ad fraud poses a significant challenge to advertisers and publishers alike. Advertisers lose billions of dollars annually due to fraudulent activities that artificially inflate impressions and clicks. To combat this growing problem, developers have developed sophisticated detection tactics. This a

Banner ads persist to be a prevalent component of the digital advertising landscape. These visual advertisements, typically displayed at the bottom of web pages, aim to capture user attention and highlight products or services. While their simplicity can be misleading, banner ads employ a variety of techniques to engage viewers. From eye-catching