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In the ever-evolving digital advertising landscape, ad fraud poses a significant challenge 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, professionals have implemented sophisticated detection strategie

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