SentinelLMs: Encrypted Input Adaptation and Fine-tuning of Language Models for Private and Secure Inference

Abhijit Mishra, Mingda Li, Soham Deo

This paper addresses the privacy and security concerns associated with deep neural language models, which serve as crucial components in various modern AI-based applications. These…