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The Deepfakes We Missed: We Built Detectors for a Threat That Didn't Arrive

Nearly a decade of Machine Learning (ML) research on deepfake detection has been organized around a threat model inherited from 2017--2019, revolving around face-swap and talking-head manipulation of public figures, motivated by concerns about large-scale mis...

Topic: AI Safety & Scams Source: arXiv · arxiv.org Published 2026-05-12 13:02 UTC Fetched 2026-07-14 05:18 UTC

Why this is here: VQV included this because it remains a relevant public signal for AI Safety & Scams, with source context readers can inspect.

Public Interest 0 Signal Strength 95 Source Type arxiv Reposts 0 Topic Quality 46

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