Insurance companies are facing increasing problems as fraudulent claims be sophisticated and costly. Each year, billions of dollars are lost internationally because of fraudulent actions, impacting equally providers and sincere policyholders. Leveraging engineering is no more recommended but essential. Insurance fraud detection has surfaced as a crucial target area, mixing