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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 implemented sophisticated detection methods. This

Banner ads are a prevalent type of online advertising that appear on websites. They come in various formats, from small rectangular graphics to larger, full-width banners that dominate the page. These visuals aim to attract users' focus and promote products, services, or brands. Traditionally, banner ads are static displays However, recent trends