Victor KuznetsovandClaude Opus 5.5 19ae5d1b0a Strip app-export and Kling SEI provenance from MP4, refresh watermark docs ...

video metadata --remove now blanks app-export JSON in keyed and keyless
metadata items (Dreamina writes it twice), which it previously left in
place while exiting 1.

Kling writes an H.264 user_data_unregistered SEI message (a fixed UUID
plus "kling-ai") into the first video sample. get_ai_metadata reports
it as kling_sei, identify_video names Kling from it when no TC260 label
does, and the streaming stripper blanks every copy inside mdat during
its existing copy pass. Lengths stay, the SEI stays well-formed, and
ffmpeg framemd5 hashes of every frame match before and after on both
tracked Kling fixtures. Across 255 local files only the seven Kling
videos changed verdict.

invisible now exits 1 on an undecodable source instead of reporting the
no-signal code for a file it never read.

Docs: a per-command "what each path leaves behind" table, the October
literature sweep, Suno's announced audio watermark, Anthropic's
SynthID-Text-based Claude watermark, and an independent TrustMark
false-positive benchmark.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>

2026-10-17 12:30:01 -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

Hide maintainer skills from public skill discovery

2026-10-05 20:04:18 -07:00

test_api.py

Add source pipeline classifier runtime

2026-09-15 23:17:48 -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

Calibrate provider-specific invisible removal profiles

2026-09-15 16:38:17 -07:00

test_baidu_engine.py

Separate TC260 marks by manufacturer

2026-09-10 17:11:26 -07:00

test_c2pa_registry_sync.py

Unify TC260 producers and strengthen provenance regression coverage

2026-10-01 11:30:32 -07:00

test_captures_manifest.py

Compare capture paths in POSIX form on every platform

2026-09-27 10:11:54 -07:00

test_classify.py

Pin published ONNX classifier snapshot

2026-09-10 20:07:33 -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

Strip app-export and Kling SEI provenance from MP4, refresh watermark docs

2026-10-17 12:30:01 -07:00

test_clip_l_ft.py

Add FP32 ONNX photo classifier backend

2026-09-10 19:31:24 -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

Fix SDXL offload placement on the current CUDA device

2026-10-08 16:17:11 -07:00

test_dependabot.py

Upgrade to OpenCV 5 with frozen Hershey templates and tighten video marks

2026-09-23 19:19:00 -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

Upgrade to OpenCV 5 with frozen Hershey templates and tighten video marks

2026-09-23 19:19:00 -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

Reproduce re-watermarking and verify SynthID coexistence

2026-09-29 13:50:52 -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_export_photo_classify_onnx.py

Add FP32 ONNX photo classifier backend

2026-09-10 19:31:24 -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

Upgrade to OpenCV 5 with frozen Hershey templates and tighten video marks

2026-09-23 19:19:00 -07:00

test_gemini_engine.py

Document Gemini sparkle decorative-glyph false positive, add observability

2026-09-21 21:41:59 -07:00

test_generic_ai_label_engine.py

Add generic bare "AI生成" text-mark detector (brand-less TC260 fallback)

2026-09-21 22:01:10 -07:00

test_humanizer.py

Fix sharpening quantization and cross-platform regression tests

2026-09-08 19:25:44 -07:00

test_identify.py

Unify TC260 producers and strengthen provenance regression coverage

2026-10-01 11:30:32 -07:00

test_image_io.py

Upgrade to OpenCV 5 with frozen Hershey templates and tighten video marks

2026-09-23 19:19:00 -07:00

test_image_math.py

Upgrade to OpenCV 5 with frozen Hershey templates and tighten video marks

2026-09-23 19:19:00 -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

Preserve source transparency during invisible image processing

2026-10-16 02:04:54 -04:00

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_boundaries.py

Add AI disclosure layouts, tighten detection and provenance warnings

2026-10-04 11:03:37 -07:00

test_kling_engine.py

Separate TC260 marks by manufacturer

2026-09-10 17:11:26 -07:00

test_liblib_engine.py

Separate TC260 marks by manufacturer

2026-09-10 17:11:26 -07:00

test_maintenance.py

Scan uv.lock in CI and add a security policy

2026-10-02 10:33:50 -07:00

test_metadata_audit_regressions.py

Unify TC260 producers and strengthen provenance regression coverage

2026-10-01 11:30:32 -07:00

test_metadata_internals.py

Unify TC260 producers and strengthen provenance regression coverage

2026-10-01 11:30:32 -07:00

test_metadata_record.py

Complete corpus signal discovery fixes

2026-09-13 16:54:58 -07:00

test_metadata.py

Merge origin/main into docs/library-research-landscape

2026-09-26 23:52:29 -07:00

test_microsoft_engine.py

Enable measured provenance relaxation for the Microsoft badge

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

test_microsoft_invismark_local.py

Add local Microsoft InvisMark payload disruption

2026-09-14 12:07:00 -07:00

test_openai_provenance.py

Add unified provider oracle tooling

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

test_openart_engine.py

Add OpenArt visible watermark detection and removal

2026-09-21 21:51:46 -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

Add paid-service captures, aggregator attribution, and provenance vetoes

2026-09-26 14:32:53 -07:00

test_perth_oracle.py

Add Perth and PixelSeal benchmark oracles

2026-09-28 11:14:28 -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_pixelseal_oracle.py

Add Perth and PixelSeal benchmark oracles

2026-09-28 11:14:28 -07:00

test_platform.py

Fix SDXL offload placement on the current CUDA device

2026-10-08 16:17:11 -07:00

test_provenance_edit_warning.py

Add AI disclosure layouts, tighten detection and provenance warnings

2026-10-04 11:03:37 -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 SynthID Detector surface, drop extra web confirmation

2026-10-17 11:47:53 -07:00

test_provider_oracles.py

Add SynthID Detector surface, drop extra web confirmation

2026-10-17 11:47:53 -07:00

test_publish_image_source_hf.py

Add verified publication path for image source model

2026-09-25 13:25:20 -07:00

test_publish_photo_classify_hf.py

Upgrade to OpenCV 5 with frozen Hershey templates and tighten video marks

2026-09-23 19:19:00 -07:00

test_publish_source_classify_hf.py

Upgrade to OpenCV 5 with frozen Hershey templates and tighten video marks

2026-09-23 19:19:00 -07:00

test_qwen_engine.py

Release 0.40.1 with Qwen symbol false-positive fix

2026-09-11 10:55:28 -07:00

test_qwen_zimage_pipeline.py

Upgrade to OpenCV 5 with frozen Hershey templates and tighten video marks

2026-09-23 19:19:00 -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 Space pin waiter indent so distribute can find the run

2026-09-11 11:01:04 -07:00

test_review_detection_contracts.py

Fix output preservation, research validation, and documentation drift

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

test_rewatermarking_study.py

Reproduce re-watermarking and verify SynthID coexistence

2026-09-29 13:50:52 -07:00

test_runninghub_engine.py

Separate TC260 marks by manufacturer

2026-09-10 17:11:26 -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_signal_discovery_scripts.py

Attribute discovered C2PA signers

2026-09-14 11:51:19 -07:00

test_skill_evals.py

Keep the skill-eval harness tests portable on Windows

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

test_sm2.py

Unify TC260 producers and strengthen provenance regression coverage

2026-10-01 11:30:32 -07:00

test_source_classify_v2.py

Export calibrated image source providers

2026-09-25 14:38:04 -07:00

test_source_classify.py

Add source pipeline classifier runtime

2026-09-15 23:17:48 -07:00

test_source_pipeline_classifier.py

Publish abstaining source pipeline classifier

2026-09-15 19:18:35 -07:00

test_spectral_pipeline_probe.py

Add phase-free spectral pipeline probe

2026-09-15 16:20:31 -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_tc260_producers.py

Unify TC260 producers and strengthen provenance regression coverage

2026-10-01 11:30:32 -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_mark_variants.py

Add AI disclosure layouts, tighten detection and provenance warnings

2026-10-04 11:03:37 -07:00

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

Strip app-export and Kling SEI provenance from MP4, refresh watermark docs

2026-10-17 12:30:01 -07:00

test_videoseal_oracle.py

Reproduce re-watermarking and verify SynthID coexistence

2026-09-29 13:50:52 -07:00

test_visible_examples.py

Merge origin/main into docs/library-research-landscape

2026-09-26 23:52:29 -07:00

test_visible_fill_quality.py

Add AI disclosure layouts, tighten detection and provenance warnings

2026-10-04 11:03:37 -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 Perth and PixelSeal benchmark oracles

2026-09-28 11:14:28 -07:00

test_watermark_registry.py

Add AI disclosure layouts, tighten detection and provenance warnings

2026-10-04 11:03:37 -07:00

test_web_sample_fixtures.py

Unify TC260 producers and strengthen provenance regression coverage

2026-10-01 11:30:32 -07:00

test_yuanbao_engine.py

Close the remaining raw-byte identity scans and unify two rules

2026-09-26 22:19:30 -07:00