The Security of Using Large Language Models: A Survey with Emphasis on ChatGPT | IEEE Journals & Magazine | IEEE Xplore

The Security of Using Large Language Models: A Survey with Emphasis on ChatGPT


Abstract:

ChatGPT is a powerful artificial intelligence (AI) language model that has demonstrated significant improvements in various natural language processing (NLP) tasks. Howev...Show More

Abstract:

ChatGPT is a powerful artificial intelligence (AI) language model that has demonstrated significant improvements in various natural language processing (NLP) tasks. However, like any technology, it presents potential security risks that need to be carefully evaluated and addressed. In this survey, we provide an overview of the current state of research on security of using ChatGPT, with aspects of bias, disinformation, ethics, misuse, attacks and privacy. We review and discuss the literature on these topics and highlight open research questions and future directions. Through this survey, we aim to contribute to the academic discourse on AI security, enriching the understanding of potential risks and mitigations. We anticipate that this survey will be valuable for various stakeholders involved in AI development and usage, including AI researchers, developers, policy makers, and end-users.
Published in: IEEE/CAA Journal of Automatica Sinica ( Volume: 12, Issue: 1, January 2025)
Page(s): 1 - 26
Date of Publication: 12 November 2024

ISSN Information:


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