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 …

Robust Deepfake Detection by Addressing Generalization and Trustworthiness Challenges: A Short Survey

P Liu, Q Tao, J Zhou - Proceedings of the 1st ACM Multimedia Workshop …, 2024 - dl.acm.org
The rapid advancement of deep learning technologies has led to a proliferation of deepfake
content, posing serious threats to security, privacy, and trust in digital information. This paper …