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Multimodal Forgery Detection

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Benchmarks

FakeAVCeleb

결과 4개

Most implemented

Papers

Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities

2026-04-09 · Jingtong Dou, Chuancheng Shi, Jian Wang, Fei Shen 외 arxiv

As generative artificial intelligence evolves, deepfake attacks have escalated from single-modality manipulations to complex, multimodal threats. Existing forensic techniques face a severe generalization bottleneck: by r…

Multimodal Forgery Detection

Multimodal Forgery Detection Using Ensemble Learning

2022-11-07 · Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC) 2022 11 · Ammarah Hashmi, Sahibzada Adil Shahzad, Wasim Ahmad, Chia Wen Lin 외

The recent rapid revolution in Artificial Intelligence (AI) technology has enabled the creation of hyper-realistic deepfakes, and detecting deepfake videos (also known as AIsynthesized videos) has become a critical task.…

Ensemble LearningFace SwappingMultimodal Forgery Detection