2 Commits

Author SHA1 Message Date
Victor Kuznetsov 96038f960f feat(invisible): vendor-adaptive default strength (OpenAI 0.10 / Google 0.15)
The default img2img strength is now chosen from the detected SynthID vendor
(C2PA issuer) instead of a single fixed 0.30: OpenAI gpt-image -> 0.10, Google
Gemini -> 0.15, unknown source -> 0.15. Explicit --strength always wins.

Basis: an oracle-verified June 2026 controlled study (clean v0.8.6, text/face
protection OFF, per-image openai.com/verify or Gemini-app verdict). OpenAI's
SynthID clears at 0.05 across 1024-1600 px (n=4, resolution-independent);
Google's is ~3x more robust and needs 0.15 on the capped-1536 path (n=4). The
dominant factor is the VENDOR, not resolution. The earlier single 0.30 default
and the "resolution dependence" lore came from contaminated tests run with the
protect-text bug ON (issue #14) -- re-running those same 1600x1600 images clean
removes SynthID at 0.05.

`vendor_for_strength(path)` reads metadata.synthid_source on the ORIGINAL input
and is threaded through cli (invisible/all/batch) -> invisible_engine ->
watermark_remover -> resolve_strength(strength, profile, vendor), so display and
execution use the same vendor (the engine sees a temp path whose C2PA the visible
pass already stripped, so detection must happen in the CLI on the pristine
source). Caveat: Google's 0.15 was validated only on --max-resolution 1536;
native 2816 Gemini was not locally measurable (OOM on Apple Silicon) and is
pending GPU validation on raiw.cc.

Docs: docs/synthid.md sections 2.2/4.4/5.2 corrected (the contaminated
resolution-dependence findings replaced with the clean oracle-verified table);
README and CLAUDE.md updated; CLI --strength help reflects the adaptive default.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
2026-06-01 19:29:47 -07:00
Victor Kuznetsov 4b0b370ac0 fix(invisible): disable protect-text/protect-faces by default; add docs/synthid.md
Both text and face protection were shielding SynthID from removal. The
text-protection high-res re-scrub regenerates pixels at an upscaled resolution
where the per-region pass may not be strong enough to re-destroy the SynthID
payload, allowing it to survive in text areas. Face protection has an even more
direct mechanism: it pastes back the original (pre-diffusion, watermarked) face
pixels after the global pass, guaranteeing SynthID survives in face regions
regardless of strength.

Both --protect-text and --protect-faces are now off by default and opt-in.
Rename from --no-protect-text / --no-protect-faces to --protect-text /
--protect-faces. Extract shared click.option decorators to module-level
constants (_protect_text_option, _protect_faces_option) to eliminate
copy-paste between cmd_invisible and cmd_all.

Add docs/synthid.md: primary-source-cited technical reference for SynthID-Image
covering mechanism (post-hoc encoder/decoder, 136-bit payload, pixel-space, no
model-weight modification), robustness numbers (arXiv:2510.09263: ~99.98% TPR
at 0.1% FPR across 30 transforms), removal attacks and forensic detectability
(arXiv:2605.09203: all 6 attacks detectable >98% TPR@1%FPR), detectability
limits, oracle scope, adoption landscape, and practical implications including
the protect-text/faces SynthID-preservation finding.

Verified June 2026 on gpt-image 1600x1600 via openai.com/verify: with
--protect-text SynthID detected; without, SynthID removed.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
2026-06-01 10:28:34 -07:00