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 …

Beyond Deepfake Images: Detecting AI-Generated Videos

DS Vahdati, TD Nguyen, A Azizpour… - Proceedings of the …, 2024 - openaccess.thecvf.com
Recent advances in generative AI have led to the development of techniques to generate
visually realistic synthetic video. While a number of techniques have been developed to …

E3: Ensemble of Expert Embedders for Adapting Synthetic Image Detectors to New Generators Using Limited Data

A Azizpour, TD Nguyen, M Shrestha… - Proceedings of the …, 2024 - openaccess.thecvf.com
As generative AI progresses rapidly new synthetic image generators continue to emerge at a
swift pace. Traditional detection methods face two main challenges in adapting to these …