TY - JOUR
T1 - A Comprehensive Study of ChatGPT
T2 - Advancements, Limitations, and Ethical Considerations in Natural Language Processing and Cybersecurity
AU - Alawida, Moatsum
AU - Mejri, Sami
AU - Mehmood, Abid
AU - Chikhaoui, Belkacem
AU - Isaac Abiodun, Oludare
N1 - Publisher Copyright:
© 2023 by the authors.
PY - 2023/8
Y1 - 2023/8
N2 - This paper presents an in-depth study of ChatGPT, a state-of-the-art language model that is revolutionizing generative text. We provide a comprehensive analysis of its architecture, training data, and evaluation metrics and explore its advancements and enhancements over time. Additionally, we examine the capabilities and limitations of ChatGPT in natural language processing (NLP) tasks, including language translation, text summarization, and dialogue generation. Furthermore, we compare ChatGPT to other language generation models and discuss its applicability in various tasks. Our study also addresses the ethical and privacy considerations associated with ChatGPT and provides insights into mitigation strategies. Moreover, we investigate the role of ChatGPT in cyberattacks, highlighting potential security risks. Lastly, we showcase the diverse applications of ChatGPT in different industries and evaluate its performance across languages and domains. This paper offers a comprehensive exploration of ChatGPT’s impact on the NLP field.
AB - This paper presents an in-depth study of ChatGPT, a state-of-the-art language model that is revolutionizing generative text. We provide a comprehensive analysis of its architecture, training data, and evaluation metrics and explore its advancements and enhancements over time. Additionally, we examine the capabilities and limitations of ChatGPT in natural language processing (NLP) tasks, including language translation, text summarization, and dialogue generation. Furthermore, we compare ChatGPT to other language generation models and discuss its applicability in various tasks. Our study also addresses the ethical and privacy considerations associated with ChatGPT and provides insights into mitigation strategies. Moreover, we investigate the role of ChatGPT in cyberattacks, highlighting potential security risks. Lastly, we showcase the diverse applications of ChatGPT in different industries and evaluate its performance across languages and domains. This paper offers a comprehensive exploration of ChatGPT’s impact on the NLP field.
KW - ChatGPT
KW - ChatGPT applications
KW - cybersecurity
KW - language generation
KW - natural language processing (NLP)
UR - http://www.scopus.com/inward/record.url?scp=85168764006&partnerID=8YFLogxK
U2 - 10.3390/info14080462
DO - 10.3390/info14080462
M3 - Review article
AN - SCOPUS:85168764006
VL - 14
JO - Information (Switzerland)
JF - Information (Switzerland)
IS - 8
M1 - 462
ER -