Feb. 9, 2024, 5:43 a.m. | Guo Lin Wenyue Hua Yongfeng Zhang

cs.LG updates on arXiv.org arxiv.org

Cloud-based large language models (LLMs) such as ChatGPT have increasingly become integral to daily operations, serving as vital tools across various applications. 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 …

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