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LAION-Mobile: Evaluating Deepfake Detectors On One Million Smartphone Photos

This story is from 2026-09-11. It is preserved in the archive; the latest stories are on the live feed.

arXiv:2609.11134v1 Announce Type: new Abstract: Most Deepfake detectors report near-perfect AUC scores on their reference benchmarks. However, a recent ICML position paper argues that these evaluations collectively neglect the impact of modern smartphone photography: the widely used on-device neura…

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  1. 2026-09-11 04:00 · arXiv cs.CV
    LAION-Mobile: Evaluating Deepfake Detectors On One Million Smartphone Photos

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