Pop-up advertisements experienced a remarkable ascension in the late 1990s and early 2000s, initially offering a seemingly easy way for businesses to reach a vast audience. Driven by their noticeable visibility, these intrusive displays became ubiquitous across the online world, generating substantial income for publishers and vendors. However, use