A review of deep learning‐based approaches for deepfake content detection

LA Passos, D Jodas, KAP Costa… - Expert …, 2024 - Wiley Online Library
Recent advancements in deep learning generative models have raised concerns as they
can create highly convincing counterfeit images and videos. This poses a threat to people's …

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 …

Is Contrasting All You Need? Contrastive Learning for the Detection and Attribution of AI-generated Text

L La Cava, D Costa, A Tagarelli - arXiv preprint arXiv:2407.09364, 2024 - arxiv.org
The significant progress in the development of Large Language Models has contributed to
blurring the distinction between human and AI-generated text. The increasing pervasiveness …