Unveiling security, privacy, and ethical concerns of ChatGPT
This paper delves into the realm of ChatGPT, an AI-powered chatbot that utilizes topic modeling and reinforcement learning to generate natural responses. Although ChatGPT holds immense promise across various industries, such as customer service, education, mental health treatment, personal productiv...
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| Format: | Article |
| Language: | English |
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KeAi Communications Co., Ltd.
2024-03-01
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| Series: | Journal of Information and Intelligence |
| Subjects: | |
| Online Access: | http://www.sciencedirect.com/science/article/pii/S2949715923000707 |
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| _version_ | 1849711344397320192 |
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| author | Xiaodong Wu Ran Duan Jianbing Ni |
| author_facet | Xiaodong Wu Ran Duan Jianbing Ni |
| author_sort | Xiaodong Wu |
| collection | DOAJ |
| description | This paper delves into the realm of ChatGPT, an AI-powered chatbot that utilizes topic modeling and reinforcement learning to generate natural responses. Although ChatGPT holds immense promise across various industries, such as customer service, education, mental health treatment, personal productivity, and content creation, it is essential to address its security, privacy, and ethical implications. By exploring the upgrade path from GPT-1 to GPT-4, discussing the model's features, limitations, and potential applications, this study aims to shed light on the potential risks of integrating ChatGPT into our daily lives. Focusing on security, privacy, and ethics issues, we highlight the challenges these concerns pose for widespread adoption. Finally, we analyze the open problems in these areas, calling for concerted efforts to ensure the development of secure and ethically sound large language models. |
| format | Article |
| id | doaj-art-3c2bb01a70e945a395ae8a85c4ed7564 |
| institution | DOAJ |
| issn | 2949-7159 |
| language | English |
| publishDate | 2024-03-01 |
| publisher | KeAi Communications Co., Ltd. |
| record_format | Article |
| series | Journal of Information and Intelligence |
| spelling | doaj-art-3c2bb01a70e945a395ae8a85c4ed75642025-08-20T03:14:39ZengKeAi Communications Co., Ltd.Journal of Information and Intelligence2949-71592024-03-012210211510.1016/j.jiixd.2023.10.007Unveiling security, privacy, and ethical concerns of ChatGPTXiaodong Wu0Ran Duan1Jianbing Ni2Department of Electrical & Computer Engineering, Queen's University, Kingston K7L 3N6, CanadaDepartment of Electrical & Computer Engineering, Queen's University, Kingston K7L 3N6, CanadaCorresponding author.; Department of Electrical & Computer Engineering, Queen's University, Kingston K7L 3N6, CanadaThis paper delves into the realm of ChatGPT, an AI-powered chatbot that utilizes topic modeling and reinforcement learning to generate natural responses. Although ChatGPT holds immense promise across various industries, such as customer service, education, mental health treatment, personal productivity, and content creation, it is essential to address its security, privacy, and ethical implications. By exploring the upgrade path from GPT-1 to GPT-4, discussing the model's features, limitations, and potential applications, this study aims to shed light on the potential risks of integrating ChatGPT into our daily lives. Focusing on security, privacy, and ethics issues, we highlight the challenges these concerns pose for widespread adoption. Finally, we analyze the open problems in these areas, calling for concerted efforts to ensure the development of secure and ethically sound large language models.http://www.sciencedirect.com/science/article/pii/S2949715923000707ChatGPTLarge language model (LLM)SecurityPrivacyEthics |
| spellingShingle | Xiaodong Wu Ran Duan Jianbing Ni Unveiling security, privacy, and ethical concerns of ChatGPT Journal of Information and Intelligence ChatGPT Large language model (LLM) Security Privacy Ethics |
| title | Unveiling security, privacy, and ethical concerns of ChatGPT |
| title_full | Unveiling security, privacy, and ethical concerns of ChatGPT |
| title_fullStr | Unveiling security, privacy, and ethical concerns of ChatGPT |
| title_full_unstemmed | Unveiling security, privacy, and ethical concerns of ChatGPT |
| title_short | Unveiling security, privacy, and ethical concerns of ChatGPT |
| title_sort | unveiling security privacy and ethical concerns of chatgpt |
| topic | ChatGPT Large language model (LLM) Security Privacy Ethics |
| url | http://www.sciencedirect.com/science/article/pii/S2949715923000707 |
| work_keys_str_mv | AT xiaodongwu unveilingsecurityprivacyandethicalconcernsofchatgpt AT randuan unveilingsecurityprivacyandethicalconcernsofchatgpt AT jianbingni unveilingsecurityprivacyandethicalconcernsofchatgpt |