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, companies have implemented sophisticated detection tactics. This ar

Banner ads are a ubiquitous form of online advertising that often appear at the sides of web pages. These square advertisements present image-based content to attract potential customers. Banner ads are known for their broad audience and ability to consistently advertise products or businesses. They frequently incorporate attractive designs and com