作者位次 #2/8ACL 2026Poster· Natural Language Processing
Your Inference Request Will Become a Black Box: Confidential Inference for Cloud-based Large Language Models
Chung-ju Huang · Huiqiang Zhao · Yuanpeng He · Lijian Li · Wenpin Jiao · Zhi Jin · Peixuan Chen · Leye Wang
摘要
The increasing reliance on cloud-hosted Large Language Models (LLMs) exposes sensitive client data, such as prompts and responses, to potential privacy breaches by service providers.Existing approaches fail to ensure privacy, maintain model performance, and preserve computational efficiency simul...