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Seeing Through the Blur: Unlocking Defocus Maps for Deepfake Detection

Seeing Through the Blur: Unlocking Defocus Maps for Deepfake Detection

27 September 2025
Minsun Jeon
Simon S. Woo
ArXiv (abs)PDFHTMLGithub (1★)

Papers citing "Seeing Through the Blur: Unlocking Defocus Maps for Deepfake Detection"

2 / 2 papers shown
Title
DINO-Detect: A Simple yet Effective Framework for Blur-Robust AI-Generated Image Detection
DINO-Detect: A Simple yet Effective Framework for Blur-Robust AI-Generated Image Detection
Jialiang Shen
Jiyang Zheng
Yunqi Xue
Huajie Chen
Yu Yao
...
Ruiqi Liu
Helin Gong
Yang Yang
Dadong Wang
Tongliang Liu
183
0
0
16 Nov 2025
Through the Lens: Benchmarking Deepfake Detectors Against Moiré-Induced Distortions
Through the Lens: Benchmarking Deepfake Detectors Against Moiré-Induced Distortions
Razaib Tariq
Minji Heo
Simon S. Woo
Shahroz Tariq
116
0
0
27 Oct 2025
1