AI RESEARCH
mmFHE: mmWave Sensing with End-to-End Fully Homomorphic Encryption
arXiv CS.LG
•
ArXi:2603.22437v1 Announce Type: cross We present mmFHE, the first system that enables fully homomorphic encryption (FHE) for end-to-end mmWave radar sensing. mmFHE encrypts raw range profiles on a lightweight edge device and executes the entire mmWave signal-processing and ML inference pipeline homomorphically on an untrusted cloud that operates exclusively on ciphertexts. At the core of mmFHE is a library of seven composable, data-oblivious FHE kernels that replace standard DSP routines with fixed arithmetic circuits.