Detection and classification of ChatGPT-generated content using deep transformer models
Our findings establish a robust baseline for the detection and classification of AI-generated textual content. This work marks a significant step toward mitigating the potential misuse of AI-powered text generation tools by providing a reliable approach for distinguishing between human and AI-generated text. Future research could explore the generalizability of these models across different AI-generated content sources and address evolving challenges in AI text detection.
Authors
- Lakshmi Babu Saheer (ORCID: https://orcid.org/0000-0002-5263-596X)
- Gayathri Singaram
- Kshipra Dhame
Institutions
- Anglia Ruskin University (GB)
Publication Details
- Journal
- Frontiers in Artificial Intelligence
- Published
- 2025-04-04
- DOI
- https://doi.org/10.3389/frai.2025.1458707
- Citations
- 15
- Primary Topic
- Topic Modeling
- Type
- article
- Field-Weighted Citation Impact
- 37.21