Click deception is a pervasive threat in the digital world, costing businesses and advertisers billions of dollars annually. This insidious activity involves generating fraudulent clicks on online advertisements, exploiting advertising systems for personal gain. Perpetrators employ various techniques, such as using automated software to click on a