Privacy-Preserving LLM Interaction with Socratic Chain-of-Thought Reasoning and Homomorphically Encrypted Vector Databases. - Yubeen Bae; Minchan Kim; Jaejin Lee; Sangbum Kim; Jaehyung Kim; Yejin Choi; Niloofar Mireshghallah (CoRR, 2025)