Analyze the impact of AI on ad fraud detection in [INDUSTRY], focusing on how machine learning models like [MODEL_TYPE] can identify and mitigate fraudulent activities such as [FRAUD_TYPE]. Discuss the advantages over traditional methods, including real-time detection and scalability, while addressing potential challenges like [CHALLENGE]. Provide actionable insights for [STAKEHOLDER] to implement AI-driven solutions effectively.