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Data · Sunday, 7 June 2026 · Issue 13 · 3 stories

Deepfake Detectors Lose 20% Accuracy on Social Media

ML & AI for Data

Deepfake Detectors Lose 15‑20% Accuracy on Real‑World Social Media Content

The authors assembled a large, realistic dataset of videos, images, and audio from Instagram, TikTok, YouTube, and Facebook, then benchmarked several popular deepfake detection models. Across these platforms, detection accuracy fell by 15‑20%, with fast models still missing many fakes, highlighting the need for more robust, adaptable solutions and occasional human review.

researchsquare.com ↗26 min read at source

Practice & Datasets

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That was all 3 stories in the 7 June issue.