federated learning
Technology Trends Secure Smart Homes Without Cloud?
Yes, smart homes can now train AI locally without relying on cloud services, thanks to federated learning, edge computing and emerging cryptographic techniques. 80% of bandwidth can be saved when devices train models locally instead of streaming video to a central server, according to recent industry benchmarks. This reduction not