Pop-up ads experienced a remarkable climb in the late 1990s and early 2000s, initially offering a seemingly straightforward way for businesses to reach a vast audience. Driven by their immediate visibility, these intrusive windows became ubiquitous across the web , generating substantial revenue for publishers and advertisers . However, user disple

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