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In the ever-evolving digital advertising landscape, ad fraud poses a significant threat 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 implemented sophisticated detection strategies. This

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