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

Banner ads are a prevalent type of online advertising that appear on websites. They come in various formats, from small rectangular elements to larger, extensive banners that dominate the page. These images aim to engage users' attention and promote products, services, or companies. Traditionally, banner ads are static images However, recent trend