Whatsapp Tests on Device ML for Scam Detection with Privacy Preserving Analytics

WhatsApp is piloting Scam Alert, an on-device machine learning tool that warns users of potential scam messages from unknown contacts while preserving privacy through confidential computing and differential privacy. The system analyzes message patterns locally and shares anonymized usage data to improve detection without exposing message content.