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3.2 KiB
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OpenAI SynthID oracle ladders
This page is a routing hub. The mixed 2026-08 campaign log was split by purpose on 2026-08-22. Numeric tables now live on the page for that purpose. Raw images stay gitignored under
.local-eval/synthid/prc-oklab-attack-2026-08-15/.Seeds s1, s2, s3 are listed in SynthID local detector research.
| Page | Use it for |
|---|---|
| SynthID local detector research | Hunt for a keyless local mark detector. Closed. |
| Classifier models | Model 1 AI-versus-camera result, rejected provider CLIP, pipeline_lattice as google-lineage. |
| SynthID mark removal research | Quiet-remover hunt. Closed except ~19-24 dB 16-32 scramble and blur sigma 7. |
| Mechanism reference | How SynthID works, provenance, robustness, regeneration. |
| Chronological plan archive | Dated H-gates, corpora, and session notes in original order. |
Where former sections went
| Former heading | Now |
|---|---|
| 2026-08-21 pairs, flats, L1 labels | detector |
| Identity, token/layout, tomography, preprocess E1 | detector (presentation gate) |
| L1 repair, L1 geometry, camera vs edit pair, E3 | detector |
| CLIP-L photo vs AI, provider CLIP, union | classifiers |
| 124-d three-class and binary AI | classifiers |
pipeline_lattice re-check, Spaces census |
classifiers |
| Attack / kill / flip / add / surround ladders | removal |
| 16-32 titration, E2 scramble, Bayer and geometry | removal |
S4 provider split, M2 Imagen addWatermark, reverse-SynthID, Bypass |
detector |
Photo d' budget 13.4 dB, 128-photo student, 16-32 residual without flat G |
detector |
| OKLab codeword replacement, add-context as presentation | removal |
| Three-class OpenAI / Gemini / photo ask | classifiers |
| Wild hypotheses 2026-08-23 (sort, CDMA, bispectrum, PRNU, affine-not-run) | detector |
| Prepared polar / band-transplant / palette64 | removal |
| External literature 2026-08-23 (Gowal, AWPD, PRC, Zhao, UnMarker, CtrlRegen, MarkNull, reverse-SynthID) | detector, removal, classifiers |
| Adjacent literature, not SynthID (Cox, HiDDeN, StegaStamp, Tree-Ring, Ojha CLIP, Corvi Fourier, DCCT CFA, PRNU PCE) | detector, classifiers, removal |
| Image investigation and data hiding (LSB, UNIWARD, Baluja, HiNet, Gaussian Shading, ELA, JPEG ghosts, DIRE, CNNDetect) | detector, classifiers |
| Waveforms in a picture (DFT, Fourier-Mellin, Zernike, chirps, Fresnel, DRPE, cyclostationary) | detector |