Falcon: Accelerating Homomorphically Encrypted Convolutions for Efficient Private Mobile Network Inference

Tianshi Xu, Meng Li, Runsheng Wang +1

Efficient networks, e.g., MobileNetV2, EfficientNet, etc, achieves state-of-the-art (SOTA) accuracy with lightweight computation. However, existing homomorphic encryption (HE)-base…