Banner ads, referred to as display ads, are a ubiquitous component of the online advertising landscape. These rectangular images, typically placed at the bottom of web pages, aim to grab attention . Banner ads come in various formats, ranging from small squares to large, immersive placements. The primary objective of banner ads is to generate