
Meta’s decision to process scam detection locally mirrors a growing industry trend toward prioritizing user privacy through edge computing and on-device intelligence. As messaging platforms become the primary vector for sophisticated phishing attacks, the challenge has always been identifying threats without compromising the end-to-end encryption that defines modern digital communication. Traditionally, security features required some level of cloud-based analysis, which










