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

Banner advertisements are a prevalent type of online advertising that appear on websites. They come in various sizes, from small rectangular elements to larger, full-width banners that dominate the page. These visuals aim to engage users' attention and advertise products, services, or brands. Traditionally, banner ads are static images However, re