@article{llmsarenotyetreadyfordeepfakeimage, title = {LLMs Are Not Yet Ready for Deepfake Image Detection}, author = {Shahroz Tariq and David Nguyen and M. A. P. Chamikara and Tingmin Wu and Alsharif Abuadbba and Kristen Moore}, year = {2025}, eprint = {2506.10474}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2506.10474v1}, }