Click deception 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, manipulating advertising systems for personal gain. Fraudsters employ various strategies, such as using automated software to click on ads