Click scam is a pervasive issue in the digital world, costing businesses and advertisers billions of dollars annually. This insidious activity involves generating fraudulent clicks on online advertisements, defrauding advertising systems for personal gain. Cybercriminals employ various methods, such as using automated bots to click on ads repeated