Wuhui Duan

Omni-Fake: Benchmarking Unified Multimodal Social Media Deepfake Detection

Multimodal Deepfakes proliferating on social media threaten authenticity, information integrity, and digital forensics. Existing benchmarks are constrained by their single-modality scope, simplified manipulations, or unrealistic distributions, which limit their ability to assess real-world robustnes