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In the ever-evolving digital advertising landscape, ad fraud poses a significant risk 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 developed sophisticated detection methods. This article

Banner advertisements 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 images aim to engage users' interest and promote products, services, or brands. Traditionally, banner ads are static displays However, re