Can chatgpt detect deepfakes? a study of using multimodal large language models for media forensics

S Jia, R Lyu, K Zhao, Y Chen, Z Yan… - Proceedings of the …, 2024‏ - openaccess.thecvf.com
DeepFakes which refer to AI-generated media content have become an increasing concern
due to their use as a means for disinformation. Detecting DeepFakes is currently solved with …

DeepFake-O-Meter v2. 0: An open platform for DeepFake detection

Y Ju, C Sun, S Jia, S Hou, Z Si, SK Datta… - 2024 IEEE 7th …, 2024‏ - ieeexplore.ieee.org
Deepfakes, as AI-generated media, have increasingly threatened media integrity and
personal privacy with realistic yet fake digital content. This work introduces an open-source …

HMGIE: Hierarchical and Multi-Grained Inconsistency Evaluation for Vision-Language Data Cleansing

Z Zhu, H Zhang, G Wu, S Lyu, B Wu - arxiv preprint arxiv:2412.05685, 2024‏ - arxiv.org
Visual-textual inconsistency (VTI) evaluation plays a crucial role in cleansing vision-
language data. Its main challenges stem from the high variety of image captioning datasets …