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