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RLDF: A Region-Level Deepfake Dataset and Benchmark for Partial-Face Manipulation Detection

Reddy, Shukesh et al.
arXiv (All) · Papers
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computer-vision-and-pattern-recognition
Existing deepfake detection models are built upon manipu- lated images that are tampered with either exclusively fully swapped or fully synthesised faces, which leads us to an open question: Can off-the-shelf deepfake models detect manipulation effectively while tampering is confined to a local faci
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