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Victor Kuznetsov 85b18af804 Record wild-AI audit, Meta provider class, and stock-negative expansion 
The wild vendor-flagged AI cell (300 stratified rows) puts Model 1 recall at
69.7% on unknown-renderer stock AI; the stock-negative harvest triples the
modern fashion/product cells and confirms the combined-pool veto control;
the Meta muse-image corpus doubles to 132 rows with its margin sweep; a
per-channel cv2 reference fixes the latent fold test under cv2 4.10.0.

pre-commit: 1) maintain.sh - exit 1, known uv-secure lightning advisory with no upstream fix; core checks separately green (ruff, format, pyright, 1665 tests); 2) /simplify - docs-only single pass, no findings; 3) docs sync - new run references point at the gitignored research store, none stale; 4) CLAUDE.md - compact, no changes needed
2026-08-27 09:49:30 -07:00
..
__init__.py
Add project files, tests, and documentation for GitHub release
2026-03-25 11:15:05 -07:00
conftest.py
Validate C2PA credentials before attribution
2026-08-15 11:31:59 -07:00
test_api.py
Merge remote-tracking branch 'origin/main' into docs/arxiv-paper-review
2026-08-26 12:39:05 -07:00
test_baidu_engine.py
Collapse the duplicated detection path and lift the image pipeline into the library
2026-08-03 22:49:45 -07:00
test_cli_robustness.py
Restructure documentation, validate metadata removal, consolidate assets
2026-07-25 21:08:04 -07:00
test_cli.py
Merge remote-tracking branch 'origin/main' into docs/arxiv-paper-review
2026-08-26 12:39:05 -07:00
test_cpu_offload.py
Keep only the two-stage profiles and make CUDA a precondition
2026-08-03 12:16:14 -07:00
test_dependabot.py
Correct OpenCV Dependabot compatibility cutoff
2026-07-30 18:18:49 -07:00
test_distribution_boundary.py
Release 0.26.2 and document distribution surfaces
2026-08-09 00:27:10 -07:00
test_doubao_engine.py
Collapse the duplicated detection path and lift the image pipeline into the library
2026-08-03 22:49:45 -07:00
test_fidelity_matching.py
Evaluate selective text restoration
2026-08-15 12:20:25 -07:00
test_forensic_metadata.py
Add versioned forensic metadata transports
2026-08-05 21:10:55 -07:00
test_gemini_engine.py
feat(visible): white-core rescue for the Gemini false-positive gate
2026-07-11 09:41:58 +03:00
test_humanizer.py
fix: metadata-strip parity, input robustness, and detection/clash coverage
2026-07-13 10:49:24 +03:00
test_identify.py
Stop gating C2PA confidence on a trust anchor that never ships
2026-08-25 20:04:25 -07:00
test_image_io.py
fix: metadata-strip parity, input robustness, and detection/clash coverage
2026-07-13 10:49:24 +03:00
test_infer_text_lines.py
Evaluate selective text restoration
2026-08-15 12:20:25 -07:00
test_inpaint_fallback.py
feat(visible): auto fill prefers LaMa > MI-GAN > cv2, warn on cv2 fallback
2026-07-09 18:24:20 +03:00
test_invisible_engine.py
Allow verified-text restoration on tiled images
2026-08-19 21:33:22 -07:00
test_invisible_watermark.py
Halve decoder memory with strip processing and a raveled Haar pass
2026-08-13 13:33:34 -07:00
test_jimeng_engine.py
feat(visible): localize->fill rewrite, sensitivity/backend + api, HEIC + lossless IO
2026-07-09 14:20:52 +03:00
test_kling_engine.py
Register the Kling 可灵AI 3.0 visible text mark; park Yuanbao and cat-logo (measured)
2026-07-22 08:49:06 -07:00
test_liblib_engine.py
Collapse the duplicated detection path and lift the image pipeline into the library
2026-08-03 22:49:45 -07:00
test_metadata_internals.py
Stop gating C2PA confidence on a trust anchor that never ships
2026-08-25 20:04:25 -07:00
test_metadata_record.py
Validate C2PA credentials before attribution
2026-08-15 11:31:59 -07:00
test_metadata.py
Release 0.31.1 with calibrated provider strengths
2026-08-26 11:22:13 -07:00
test_openai_provenance.py
Reframe periodic pixel route as pipeline lattice; confirm and harden detection
2026-08-16 21:53:37 -07:00
test_optional_deps.py
chore: project review (dev tools in extras, dep upgrades, optional-deps guard, stale cleanup)
2026-06-09 17:03:17 -07:00
test_packaging.py
Merge remote-tracking branch 'origin/main' into docs/arxiv-paper-review
2026-08-26 12:39:05 -07:00
test_pill_engine.py
Collapse the duplicated detection path and lift the image pipeline into the library
2026-08-03 22:49:45 -07:00
test_pixel_evidence.py
Add versioned forensic metadata transports
2026-08-05 21:10:55 -07:00
test_platform.py
Release 0.31.1 with calibrated provider strengths
2026-08-26 11:22:13 -07:00
test_qwen_engine.py
Register the Qwen 千问AI生成 visible text mark
2026-07-21 16:41:16 -07:00
test_qwen_zimage_pipeline.py
Release 0.31.1 with calibrated provider strengths
2026-08-26 11:22:13 -07:00
test_region_eraser.py
Collapse the duplicated detection path and lift the image pipeline into the library
2026-08-03 22:49:45 -07:00
test_runninghub_engine.py
Restructure documentation, validate metadata removal, consolidate assets
2026-07-25 21:08:04 -07:00
test_samsung_engine.py
feat(visible): localize->fill rewrite, sensitivity/backend + api, HEIC + lossless IO
2026-07-09 14:20:52 +03:00
test_security_clamp.py
Read WebP metadata past the scan window and surface C2PA reader failures
2026-08-05 21:10:38 -07:00
test_selective_text_restoration.py
Add verified text restoration
2026-08-15 12:25:35 -07:00
test_synthid_adaptive_carrier_suppress.py
Add production SynthID routing and OpenAI verification
2026-08-14 13:35:22 -07:00
test_synthid_affine_lattice_probe.py
Unplug lattice detector from package, expand research docs
2026-08-23 11:13:56 -07:00
test_synthid_color_space_probe.py
Add rigorous SynthID research and evaluation harness
2026-08-09 18:40:45 -07:00
test_synthid_confirmation.py
Unplug lattice detector from package, expand research docs
2026-08-23 11:13:56 -07:00
test_synthid_conformal_cascade.py
Add production SynthID routing and OpenAI verification
2026-08-14 13:35:22 -07:00
test_synthid_confound_probe.py
Add rigorous SynthID research and evaluation harness
2026-08-09 18:40:45 -07:00
test_synthid_consensus_probe.py
Add rigorous SynthID research and evaluation harness
2026-08-09 18:40:45 -07:00
test_synthid_corpus.py
Fix SynthID provenance evidence and release 0.26.1
2026-08-06 18:17:40 -07:00
test_synthid_cyclostationary_probe.py
Reframe periodic pixel route as pipeline lattice; confirm and harden detection
2026-08-16 21:53:37 -07:00
test_synthid_detector.py
Record wild-AI audit, Meta provider class, and stock-negative expansion
2026-08-27 09:49:30 -07:00
test_synthid_ensemble_attack.py
Add rigorous SynthID research and evaluation harness
2026-08-09 18:40:45 -07:00
test_synthid_ensemble_detector.py
Add rigorous SynthID research and evaluation harness
2026-08-09 18:40:45 -07:00
test_synthid_fragment_attack.py
Add rigorous SynthID research and evaluation harness
2026-08-09 18:40:45 -07:00
test_synthid_hybrid_attack.py
Add rigorous SynthID research and evaluation harness
2026-08-09 18:40:45 -07:00
test_synthid_oracle_batch.py
Add calibrated SynthID pixel detector
2026-08-11 11:09:55 -07:00
test_synthid_periodic_tile_ablation.py
Add calibrated SynthID pixel detector
2026-08-11 11:09:55 -07:00
test_synthid_periodic_tile_probe.py
Add calibrated SynthID pixel detector
2026-08-11 11:09:55 -07:00
test_synthid_phase_carrier.py
Add calibrated SynthID pixel detector
2026-08-11 11:09:55 -07:00
test_synthid_pixel_attack.py
Add rigorous SynthID research and evaluation harness
2026-08-09 18:40:45 -07:00
test_synthid_pixel_probe.py
feat(probe): solid-fill SynthID carrier probe; corpus reconfirms no pixel detector
2026-05-24 16:35:39 -07:00
test_synthid_research_inventory.py
Add rigorous SynthID research and evaluation harness
2026-08-09 18:40:45 -07:00
test_synthid_research_manifest.py
Add rigorous SynthID research and evaluation harness
2026-08-09 18:40:45 -07:00
test_synthid_routed_detector.py
Add production SynthID routing and OpenAI verification
2026-08-14 13:35:22 -07:00
test_synthid_routed_expert_bank.py
Add production SynthID routing and OpenAI verification
2026-08-14 13:35:22 -07:00
test_synthid_runtime_expert_scores.py
Add production SynthID routing and OpenAI verification
2026-08-14 13:35:22 -07:00
test_synthid_spectral_probe.py
Add paired wavelet and spectral SynthID probes
2026-08-09 23:02:01 -07:00
test_synthid_tile_attack.py
Add production SynthID routing and OpenAI verification
2026-08-14 13:35:22 -07:00
test_synthid_v3_carrier_subtract.py
Add rigorous SynthID research and evaluation harness
2026-08-09 18:40:45 -07:00
test_synthid_v3_codebook_probe.py
Add registered SynthID phase probing
2026-08-10 11:07:32 -07:00
test_text_draft.py
Add geometry draft mode and pad silhouette descenders
2026-08-19 19:53:38 -07:00
test_text_mark_engine.py
Restructure documentation, validate metadata removal, consolidate assets
2026-07-25 21:08:04 -07:00
test_text_mark_faint_mask.py
Restructure documentation, validate metadata removal, consolidate assets
2026-07-25 21:08:04 -07:00
test_text_mark_memory.py
feat(visible): localize->fill rewrite, sensitivity/backend + api, HEIC + lossless IO
2026-07-09 14:20:52 +03:00
test_text_restoration.py
Fix adaptive text restoration crop bounds
2026-08-25 12:44:05 -07:00
test_tiling.py
Delete every knob the fixed profiles cannot honor
2026-08-03 15:38:40 -07:00
test_trustmark_detector.py
Harden TrustMark detection with an official fixture
2026-08-09 21:08:09 -07:00
test_video_fidelity_probe.py
Cover the fidelity probe, and run it where ffmpeg actually exists
2026-08-05 22:24:49 -07:00
test_video_invisible.py
Make the video SynthID operating point measurable and hard to move silently
2026-08-05 11:17:38 -07:00
test_video_synthid_sweep.py
Add streaming video SynthID regeneration
2026-07-29 22:03:23 -07:00
test_video_temporal.py
feat: complete product video watermark pipeline
2026-07-31 10:42:39 -07:00
test_video.py
Say metadata check and strip results are not a clean verdict
2026-08-25 13:22:38 -07:00
test_watermark_registry.py
Collapse the duplicated detection path and lift the image pipeline into the library
2026-08-03 22:49:45 -07:00
test_yuanbao_engine.py
Add Tencent Yuanbao visible watermark removal
2026-07-25 20:52:15 -07:00