In the dynamic landscape of digital marketing, affiliate programs have emerged as a potent strategy for companies to expand their reach, drive sales, and increase revenue streams However, like any innovative venture, the world of affiliate marketing comes with its own pitfalls. In a realm where potential profit is high, the presence of a few adept scammers can swiftly erode the profitability of an affiliate campaign. The technical effectiveness of these malicious affiliates often surpasses the understanding of the very companies they target, enabling fraudulent activities to be established.