Victor Kuznetsov 5c6588b3ef Fix output preservation, research validation, and documentation drift ...

Repair image and metadata publication contracts, detection routing, research
artifact validation, release verification, and the published agent skill.
Refresh the dependency lock and reconcile documentation with verified behavior.

Add regression coverage and record the completed audit and corrected VideoSeal
measurements. Preserve the existing Accelerate and Lightning versions.

Validation: Ruff and Pyright pass; 2358 tests pass with 3 skipped. The maintenance
gate exits 2 on the documented Accelerate and Lightning security findings.

2026-09-08 19:07:10 -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_agent_skill.py

Fix output preservation, research validation, and documentation drift

2026-09-08 19:07:10 -07:00

test_api.py

Detect and remove LiblibAI compact top-left pill

2026-09-08 13:37:07 -07:00

test_audioseal_experiment.py

Add audio and video watermark benchmark oracles, cohorts, and research studies

2026-09-07 18:23:18 -07:00

test_audioseal_oracle.py

Add audio and video watermark benchmark oracles, cohorts, and research studies

2026-09-07 18:23:18 -07:00

test_audit_image_contracts.py

Fix output preservation, research validation, and documentation drift

2026-09-08 19:07:10 -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_c2pa_registry_sync.py

Add audio and video watermark benchmark oracles, cohorts, and research studies

2026-09-07 18:23:18 -07:00

test_classify.py

Fix output preservation, research validation, and documentation drift

2026-09-08 19:07:10 -07:00

test_cli_robustness.py

Add the classify extra for the 2026-08-31 photo freeze. (#90)

2026-08-31 22:45:18 -07:00

test_cli.py

Separate runtime actions from development provenance checks

2026-09-06 20:18:47 -07:00

test_contentseal_corpus.py

Scrub private infrastructure detail and move the GPU harnesses out

2026-09-08 09:29:12 -07:00

test_cpu_offload.py

Report unsupported global CPU offload profiles (#104)

2026-09-05 12:30:00 -07:00

test_dependabot.py

Correct OpenCV Dependabot compatibility cutoff

2026-07-30 18:18:49 -07:00

test_designer_synthid_suppression.py

Sync the C2PA soft-binding registry

2026-09-03 09:44:24 -07:00

test_distribution_boundary.py

Keep the boundary rule from naming what it protects

2026-09-08 10:43:20 -07:00

test_docs_cover_the_public_surface.py

Guard the docs seam, and close the eight knobs it had already lost

2026-09-01 15:33:26 -07:00

test_doubao_engine.py

Fix Doubao edge-mask artifacts

2026-08-31 19:49:31 -07:00

test_engine_selection_analysis.py

Add measured auto engine selection

2026-09-01 10:19:59 -07:00

test_evaluation_audit_regressions.py

Fix output preservation, research validation, and documentation drift

2026-09-08 19:07:10 -07:00

test_evaluation_data.py

Reject the uncalibrated text-manifest tiling and verify Content Seal transforms

2026-08-27 16:53:34 -07:00

test_fidelity_matching.py

Fix output preservation, research validation, and documentation drift

2026-09-08 19:07:10 -07:00

test_forensic_124d.py

Add the classify extra for the 2026-08-31 photo freeze. (#90)

2026-08-31 22:45:18 -07:00

test_forensic_metadata.py

Preserve 16-bit images through fill and metadata stripping (#101)

2026-09-05 13:11:16 -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

Run adaptive polish before the humanizer (#102)

2026-09-05 12:10:17 -07:00

test_identify.py

Add real watermark fixtures and expand provider coverage

2026-09-05 13:12:58 -07:00

test_image_io.py

Fix nondeterministic ICC profile assertions

2026-09-06 20:51:00 -07:00

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

Scrub private infrastructure detail and move the GPU harnesses out

2026-09-08 09:29:12 -07:00

test_invisible_watermark.py

Add real watermark fixtures and expand provider coverage

2026-09-05 13:12:58 -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

Add real watermark fixtures and expand provider coverage

2026-09-05 13:12:58 -07:00

test_liblib_engine.py

Detect and remove LiblibAI compact top-left pill

2026-09-08 13:37:07 -07:00

test_maintenance.py

Fix output preservation, research validation, and documentation drift

2026-09-08 19:07:10 -07:00

test_metadata_audit_regressions.py

Fix output preservation, research validation, and documentation drift

2026-09-08 19:07:10 -07:00

test_metadata_internals.py

Sync the C2PA soft-binding registry

2026-09-03 09:44:24 -07:00

test_metadata_record.py

Validate C2PA credentials before attribution

2026-08-15 11:31:59 -07:00

test_metadata.py

Fix nondeterministic ICC profile assertions

2026-09-06 20:51:00 -07:00

test_microsoft_engine.py

Enable measured provenance relaxation for the Microsoft badge

2026-08-28 10:06:13 -07:00

test_openai_provenance.py

Add unified provider oracle tooling

2026-09-08 13:26:43 -07:00

test_optional_deps.py

Fix agent skill dependency checks and metadata guidance

2026-09-05 11:32:22 -07:00

test_packaging.py

Separate runtime actions from development provenance checks

2026-09-06 20:18:47 -07:00

test_pill_engine.py

Add real watermark fixtures and expand provider coverage

2026-09-05 13:12:58 -07:00

test_pixel_evidence.py

Add versioned forensic metadata transports

2026-08-05 21:10:55 -07:00

test_platform.py

Ship chroma-zimage: Apache-2.0 Chroma1 global stage with measured four-cohort oracle floors

2026-08-30 16:37:20 -07:00

test_provider_oracle_microsoft.py

Add unified provider oracle tooling

2026-09-08 13:26:43 -07:00

test_provider_oracle_web.py

Add unified provider oracle tooling

2026-09-08 13:26:43 -07:00

test_provider_oracles.py

Fix output preservation, research validation, and documentation drift

2026-09-08 19:07:10 -07:00

test_publish_photo_classify_hf.py

Point the classify weights at wiltodelta/raiw-photo-classify

2026-09-01 15:33:01 -07:00

test_qwen_engine.py

Improve Samsung detector recall on textured images

2026-09-05 11:51:02 -07:00

test_qwen_zimage_pipeline.py

Fix output preservation, research validation, and documentation drift

2026-09-08 19:07:10 -07:00

test_region_eraser.py

Preserve 16-bit images through fill and metadata stripping (#101)

2026-09-05 13:11:16 -07:00

test_registered_mark_calibrate.py

Align watermark content with detector coverage

2026-08-27 20:05:03 -07:00

test_release_workflows.py

Fix output preservation, research validation, and documentation drift

2026-09-08 19:07:10 -07:00

test_review_detection_contracts.py

Fix output preservation, research validation, and documentation drift

2026-09-08 19:07:10 -07:00

test_runninghub_engine.py

Align watermark content with detector coverage

2026-08-27 20:05:03 -07:00

test_samsung_engine.py

Improve visible-mark evaluation and Samsung masking

2026-09-05 11:51:02 -07:00

test_script_help.py

Add stratified watermark benchmark and resource profiling

2026-09-06 20:18:48 -07:00

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_skill_evals.py

Keep the skill-eval harness tests portable on Windows

2026-09-05 11:27:17 -07:00

test_synthid_adaptive_carrier_suppress.py

Merge the docs/arxiv-paper-review research line into main (#95)

2026-09-01 11:37:32 -07:00

test_synthid_affine_lattice_probe.py

Fix output preservation, research validation, and documentation drift

2026-09-08 19:07:10 -07:00

test_synthid_audit_regressions.py

Fix output preservation, research validation, and documentation drift

2026-09-08 19:07:10 -07:00

test_synthid_color_space_probe.py

Merge the docs/arxiv-paper-review research line into main (#95)

2026-09-01 11:37:32 -07:00

test_synthid_confirmation.py

Merge the docs/arxiv-paper-review research line into main (#95)

2026-09-01 11:37:32 -07:00

test_synthid_conformal_cascade.py

Merge the docs/arxiv-paper-review research line into main (#95)

2026-09-01 11:37:32 -07:00

test_synthid_confound_probe.py

Merge the docs/arxiv-paper-review research line into main (#95)

2026-09-01 11:37:32 -07:00

test_synthid_consensus_probe.py

Merge the docs/arxiv-paper-review research line into main (#95)

2026-09-01 11:37:32 -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

Merge the docs/arxiv-paper-review research line into main (#95)

2026-09-01 11:37:32 -07:00

test_synthid_detector.py

Merge the docs/arxiv-paper-review research line into main (#95)

2026-09-01 11:37:32 -07:00

test_synthid_ensemble_attack.py

Merge the docs/arxiv-paper-review research line into main (#95)

2026-09-01 11:37:32 -07:00

test_synthid_ensemble_detector.py

Merge the docs/arxiv-paper-review research line into main (#95)

2026-09-01 11:37:32 -07:00

test_synthid_fragment_attack.py

Merge the docs/arxiv-paper-review research line into main (#95)

2026-09-01 11:37:32 -07:00

test_synthid_hybrid_attack.py

Merge the docs/arxiv-paper-review research line into main (#95)

2026-09-01 11:37:32 -07:00

test_synthid_oracle_batch.py

Merge the docs/arxiv-paper-review research line into main (#95)

2026-09-01 11:37:32 -07:00

test_synthid_periodic_tile_ablation.py

Merge the docs/arxiv-paper-review research line into main (#95)

2026-09-01 11:37:32 -07:00

test_synthid_periodic_tile_probe.py

Merge the docs/arxiv-paper-review research line into main (#95)

2026-09-01 11:37:32 -07:00

test_synthid_phase_carrier.py

Merge the docs/arxiv-paper-review research line into main (#95)

2026-09-01 11:37:32 -07:00

test_synthid_pixel_attack.py

Merge the docs/arxiv-paper-review research line into main (#95)

2026-09-01 11:37:32 -07:00

test_synthid_pixel_probe.py

Fix output preservation, research validation, and documentation drift

2026-09-08 19:07:10 -07:00

test_synthid_research_inventory.py

Merge the docs/arxiv-paper-review research line into main (#95)

2026-09-01 11:37:32 -07:00

test_synthid_research_manifest.py

Fix output preservation, research validation, and documentation drift

2026-09-08 19:07:10 -07:00

test_synthid_routed_detector.py

Fix output preservation, research validation, and documentation drift

2026-09-08 19:07:10 -07:00

test_synthid_routed_expert_bank.py

Fix output preservation, research validation, and documentation drift

2026-09-08 19:07:10 -07:00

test_synthid_runtime_expert_scores.py

Fix output preservation, research validation, and documentation drift

2026-09-08 19:07:10 -07:00

test_synthid_spectral_probe.py

Merge the docs/arxiv-paper-review research line into main (#95)

2026-09-01 11:37:32 -07:00

test_synthid_tile_attack.py

Merge the docs/arxiv-paper-review research line into main (#95)

2026-09-01 11:37:32 -07:00

test_synthid_v3_carrier_subtract.py

Merge the docs/arxiv-paper-review research line into main (#95)

2026-09-01 11:37:32 -07:00

test_synthid_v3_codebook_probe.py

Merge the docs/arxiv-paper-review research line into main (#95)

2026-09-01 11:37:32 -07:00

test_text_draft.py

Fix output preservation, research validation, and documentation drift

2026-09-08 19:07:10 -07:00

test_text_mark_engine.py

Improve Samsung detector recall on textured images

2026-09-05 11:51:02 -07:00

test_text_mark_faint_mask.py

Align watermark content with detector coverage

2026-08-27 20:05:03 -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

Align watermark content with detector coverage

2026-08-27 20:05:03 -07:00

test_trustmark_detector.py

Add stratified watermark benchmark and resource profiling

2026-09-06 20:18:48 -07:00

test_video_fidelity_probe.py

Align watermark content with detector coverage

2026-08-27 20:05:03 -07:00

test_video_invisible.py

Reject the uncalibrated text-manifest tiling and verify Content Seal transforms

2026-08-27 16:53:34 -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

Separate runtime actions from development provenance checks

2026-09-06 20:18:47 -07:00

test_videoseal_oracle.py

Fix output preservation, research validation, and documentation drift

2026-09-08 19:07:10 -07:00

test_visible_examples.py

Detect and remove LiblibAI compact top-left pill

2026-09-08 13:37:07 -07:00

test_visible_fill_quality.py

Detect and remove LiblibAI compact top-left pill

2026-09-08 13:37:07 -07:00

test_watermark_benchmark_audio_cohort.py

Add audio and video watermark benchmark oracles, cohorts, and research studies

2026-09-07 18:23:18 -07:00

test_watermark_benchmark_cohort.py

Add stratified watermark benchmark and resource profiling

2026-09-06 20:18:48 -07:00

test_watermark_benchmark_real_cohort.py

Add stratified watermark benchmark and resource profiling

2026-09-06 20:18:48 -07:00

test_watermark_benchmark_report.py

Add audio and video watermark benchmark oracles, cohorts, and research studies

2026-09-07 18:23:18 -07:00

test_watermark_benchmark_resources.py

Add stratified watermark benchmark and resource profiling

2026-09-06 20:18:48 -07:00

test_watermark_benchmark_video_cohort.py

Add audio and video watermark benchmark oracles, cohorts, and research studies

2026-09-07 18:23:18 -07:00

test_watermark_benchmark.py

Add audio and video watermark benchmark oracles, cohorts, and research studies

2026-09-07 18:23:18 -07:00

test_watermark_registry.py

Detect and remove LiblibAI compact top-left pill

2026-09-08 13:37:07 -07:00

test_yuanbao_engine.py

Add Tencent Yuanbao visible watermark removal

2026-07-25 20:52:15 -07:00