March 30, 2025
Towards Encrypted Large Language Models with FHE
Large Language Models (LLM) have recently been proven as reliable tools for improving productivity in many areas such as programming, content creation, text analysis, web search, and distance learning. The Impact of Large Language Models on Users’ Privacy Despite the appeal of LLMs, privacy concerns persist surrounding user queries that are processed by these models. On the one hand, leveraging the power of LLMs is desirable, but on the other hand, there is a risk of leaking sensitive information to the LLM service provider. In some areas, such as healthcare, finance, or law, this privacy risk is a showstopper. One