In the vast digital landscape, the business model of Potentially Unwanted Programs (PUPs), particularly search redirects and toolbars, has evolved into a sophisticated ecosystem. One of the main revenue streams for these software is the display of targeted advertisements. The Mechanics of Targeted Advertisements in PUPs At its core, the targeted advertisement model relies on …