CryptPEFT: Efficient and Private Neural Network Inference via Parameter-Efficient Fine-Tuning

Saisai Xia, Wenhao Wang, Zihao Wang +4

Publicly available large pretrained models (i.e., backbones) and lightweight adapters for parameter-efficient fine-tuning (PEFT) have become standard components in modern machine l…