Search Results for author: Guo Lin

Found 2 papers, 1 papers with code

EmojiCrypt: Prompt Encryption for Secure Communication with Large Language Models

2 code implementations8 Feb 2024 Guo Lin, Wenyue Hua, Yongfeng Zhang

While these models offer substantial benefits in terms of accessibility and functionality, they also introduce significant privacy concerns: the transmission and storage of user data in cloud infrastructures pose substantial risks of data breaches and unauthorized access to sensitive information; even if the transmission and storage of data is encrypted, the LLM service provider itself still knows the real contents of the data, preventing individuals or entities from confidently using such LLM services.

Sentiment Analysis

Sparks of Artificial General Recommender (AGR): Early Experiments with ChatGPT

no code implementations8 May 2023 Guo Lin, Yongfeng Zhang

This study investigates the feasibility of developing an Artificial General Recommender (AGR), facilitated by recent advancements in Large Language Models (LLMs).

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