2026
PCFormer: Accelerating Privacy-preserving Transformer Inference by Partition and Combination
AAAI 2026technical
In recent years, transformer-based models have achieved remarkable success in sensitive domains, including healthcare, finance and personalized services, but their deployment raises significant privacy concerns. Existing secure inference studies have introduced cryptographic techniques such as Homom