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