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In the ever-evolving digital advertising landscape, ad fraud poses a significant threat to advertisers and publishers alike. Advertisers spend billions of dollars annually due to fraudulent activities that artificially inflate impressions and clicks. To combat this growing problem, professionals have developed sophisticated detection methods. This

Banner banners 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 media aim to capture users' focus and advertise products, services, or brands. Traditionally, banner ads are static images However, recent trend