Click fraud is a pervasive issue in the digital world, costing businesses and advertisers billions of dollars annually. This insidious activity involves creating fraudulent clicks on online advertisements, manipulating advertising systems for personal gain. Fraudsters employ various methods, such as using automated software to click on ads repeate