ZONN.ai Forensic Report

Case · B9448014 · IMAGE

Analyzed byAnonymous
ZONN Analysis
0

Inconclusive

Signals are mixed or weak. We can't tell with confidence — context, source, and your own judgement matter here.

Signal ConfidenceWeak · 18/100

Analysed Specimen

Analysed content
No flagged regions

Heads up — 3 things to know

Why this analysis might be off

We highlight every disagreement and unusual signal we found so you can judge for yourself. Stronger warnings come first; informational notes are at the bottom.

Multiple detectors unreachable

Note

4 ML detectors did not respond (Ml Img Cifake, Ml Img Deepfake, Ml Img 3class, Ml Python Siglip). The verdict was computed with reduced evidence; reliability is lower than usual.

Signals do not converge

Note

Score 49/100 lands in the middle of the inconclusive zone. Detectors did not agree on a story — review multiple lines of evidence below.

Weak overall confidence

Note

Aggregate verdict confidence is 18/100. Several detectors returned uncertain answers or were offline. Read the verdict as a guideline, not as a final answer.

Why this verdict

  • Color Distributionread real · 11/100

    Global color distribution shape vs natural-photo baselines.

  • Error Level Analysisread real · 34/100

    Error Level Analysis. Re-saves and diffs to expose uneven compression regions.

Model Agreement

100%

Variance across 8 ML detectors. Higher agreement means the models converged on the same reading; lower agreement means treat the verdict with care.

Evidence — 18 detectors reviewed

What each detector saw

Each detector independently gave this imagea score from 0 (definitely real) to 100 (definitely AI). The score above is their weighted consensus — detectors with higher confidence count more. No single detector decides; you read the spread.

ML Models8 detectors · mean 50
▸ expand
AI Image Detector
50
Deepfake Detector
50
3-Class Detector
50
SigLIP AI Detector
50
RIGID (DINOv2)
50
Fourier Zero-Shot
50
NPR Artifacts
50
GramNet Texture
50
Pixel & Frequency Forensics7 detectors · mean 41
▸ expand
Color Distribution
11
Error Level Analysis
34
Noise Pattern
36
Frequency Analysis
63
Pixel Analysis
45
Edge Consistency
53
Compression Quality
48
Provenance & Metadata3 detectors · mean 56
▸ expand
ICC Profile
62
Metadata
55
C2PA Provenance
50

Image Quality

Dimensions
864 × 967 px
Aspect
0.893
File size
126.3 KB
Bytes / pixel
0.155

Edge Consistency

CV 0.436
Cell 1: 4.5988Cell 2: 14.6594Cell 3: 18.8450Cell 4: 19.3309Cell 5: 14.0195Cell 6: 21.4761Cell 7: 13.6865Cell 8: 16.0178Cell 9: 21.8747Cell 10: 34.3817Cell 11: 40.6947Cell 12: 16.5881Cell 13: 17.0859Cell 14: 34.8896Cell 15: 34.1107Cell 16: 22.1758

Per-region edge density (4 × 4 grid). Uneven distribution may indicate localized editing or splicing; uniform fields are typical of fully synthetic outputs.

Range: 4.5988 – 40.6947

Noise Fingerprint

Variance
168.02
Std deviation
12.96
Mean
-0.0
Spatial corr.
5.240
Mean Δ
2.13
σ
2.11
CV
0.994
Uniformity
0.006

Provenance

Source Dossier

PlatformDirect upload
Author—
Content Typeimage
Analyzed OnMay 5, 2026, 9:32 PM
Analyzed byAnonymous