AI RESEARCH
Robust Deepfake Detection, NTIRE 2026 Challenge: Report
arXiv CS.CV
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ArXi:2604.24163v1 Announce Type: new Robustness is a long-overlooked problem in deepfake detection. However, detection performance is nearly worthless in the real world if it suffers under exposure to even slight image degradation. In addition to weaker degradations that can accidentally occur in the image processing pipeline, there is another risk of malicious deepfakes that specifically