Ad intelligence, measurement, and security

For security, ad fraud detection and prevention systems require continuous monitoring and analysis of advertising traffic, which can be computationally intensive. Implementing sustainable practices while maintaining effective fraud prevention requires careful optimization of detection mechanisms and resource usage, especially for real-time bidding and campaign monitoring systems.