// community detection
STATS
What DFD has been detecting across all public submissions — verdict patterns, AI-generator distribution, what people are asking us to analyze, and milestone moments. Updated every few minutes.
All-time
72
Today (UTC)
0
since 00:00
Last 24h
0
Last hour
0
Verdict distribution
- Fake4765.3%
- Real2433.3%
- Inconclusive11.4%
Modality split
- Video41 (57%)
- Image25 (35%)
- Audio6 (8%)
Daily activity — verdicts × modality
fakerealinconclusive
Signal categories (30d)
// public-safe rule taxonomy — see methodology
- other metadata pattern11
- stream-shape pattern11
- embedded image metadata7
- encoder fingerprint4
- encoding bitrate pattern4
- audio stream characteristics3
- color metadata pattern1
Top sources analyzed (30d)
- d2yaadn55dzbvm.cloudfront.net11 fake · 0 real
- facebook.com11 fake · 0 real
- grok.com11 fake · 0 real
- x.com11 fake · 0 real
Milestones
// first-of-its-kind detections logged by the community