Detecting multimedia generated by large ai models: A survey

L Lin, N Gupta, Y Zhang, H Ren, CH Liu, F Ding… - arXiv preprint arXiv …, 2024 - arxiv.org
The rapid advancement of Large AI Models (LAIMs), particularly diffusion models and large
language models, has marked a new era where AI-generated multimedia is increasingly …

Evolving from Single-modal to Multi-modal Facial Deepfake Detection: A Survey

P Liu, Q Tao, JT Zhou - arXiv preprint arXiv:2406.06965, 2024 - arxiv.org
This survey addresses the critical challenge of deepfake detection amidst the rapid
advancements in artificial intelligence. As AI-generated media, including video, audio and …

A3: Ambiguous Aberrations Captured via Astray-Learning for Facial Forgery Semantic Sublimation

X He, Y Zhou, W Ye, F Ding - arXiv preprint arXiv:2405.15173, 2024 - arxiv.org
Prior DeepFake detection methods have faced a core challenge in preserving
generalizability and fairness effectively. In this paper, we proposed an approach akin to …