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

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

WhatsApp is testing Scam Alert in limited beta, using on device machine learning to detect potential scam messages from non contacts. Meta's architecture keeps message content on the device while using confidential computing, Oblivious HTTP, differential privacy, and model transparency to measure performance and protect model delivery.

By Leela Kumili

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Tagged with

#WhatsApp
#Scam Detection
#Machine Learning
#On-Device ML
#Privacy Preserving Analytics
#Confidential Computing
#Oblivious HTTP
#Differential Privacy
#Model Transparency
#Meta
#Scam Alert
#Message Content
#Model Delivery
#Non-Contacts
#Beta Testing
#Performance Measurement
#Architecture
#Data Privacy
#Security
#ML Models