{"adoption": {"forks": 506, "observed_at": "2026-08-28T04:09:00.322339+00:00", "stars": 4815}, "canonical_url": "https://ross.abutalabs.com/products/reverse-synthid", "card": {"archived": false, "artifact_type": "application", "description": "reverse engineering Gemini's SynthID detection", "domain": ["security", "reverse-engineering", "image-processing", "artificial-intelligence"], "enriched": true, "function": ["image-processing", "security", "reverse-engineering", "computer-vision"], "health_score": 94, "homepage": "https://vt-0xff.github.io/SynthID-Explained/", "language": "Python", "license": "NOASSERTION", "license_family": "other", "maturity": "active", "member_repos": ["aloshdenny/reverse-SynthID"], "name": "aloshdenny/reverse-SynthID", "platform": ["python", "cross-platform"], "pushed_at": "2026-07-17T17:33:48+00:00", "repo": "aloshdenny/reverse-SynthID", "stars": 4815, "tags": ["synthid", "watermark-removal", "watermark-detection", "spectral-analysis", "ai-watermarking", "gemini", "signal-processing", "research", "desktop"], "topics": [], "urls": [], "use_cases": ["detect whether an image contains a Google SynthID watermark", "remove SynthID watermarks from Gemini-generated images", "analyze the spectral signature of AI image watermarks", "study how SynthID's carrier frequency structure works", "bypass AI image watermark detection while preserving image quality", "calibrate watermark removal strength against Gemini's detector"], "what_it_is": "A research tool that reverse-engineers Google's SynthID watermark embedded in Gemini-generated images using spectral analysis and signal processing. It provides a detector for SynthID watermarks and multi-stage bypass attacks, with a drag-and-drop desktop GUI for the V3 bypass.", "when_to_avoid": ["you need to watermark your own generated images rather than remove watermarks", "you need a production-grade, legally cleared content-provenance solution", "you target watermarks from non-Google generators like DALL-E or Stable Diffusion"], "when_to_choose": ["you need to detect or remove SynthID watermarks from Gemini images", "you are researching AI watermarking robustness and steganalysis", "you want a GUI-based watermark bypass without command-line work"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/reverse-synthid", "repo": "aloshdenny/reverse-SynthID", "role": "main", "score": 66}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:09:00.322339+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-29T18:18:34.514138+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "2682112f0595d8696af6811cb8e4fe1bf507b6e56feec247355e7876fdda56e7", "fetched_at": "2026-08-28T04:09:00.322339+00:00", "kind": "readme", "missing": false, "url": "https://github.com/aloshdenny/reverse-SynthID"}, {"content_hash": "c61f47aed20897e41e832945615445b2a2e31fc9c54ed15a2443f87ed9b90d12", "fetched_at": "2026-08-29T09:01:30.813326+00:00", "kind": "homepage", "missing": false, "url": "https://vt-0xff.github.io/SynthID-Explained/"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:09:00.322339+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-29T18:18:34.514138+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "2682112f0595d8696af6811cb8e4fe1bf507b6e56feec247355e7876fdda56e7", "fetched_at": "2026-08-28T04:09:00.322339+00:00", "kind": "readme", "missing": false, "url": "https://github.com/aloshdenny/reverse-SynthID"}, {"content_hash": "c61f47aed20897e41e832945615445b2a2e31fc9c54ed15a2443f87ed9b90d12", "fetched_at": "2026-08-29T09:01:30.813326+00:00", "kind": "homepage", "missing": false, "url": "https://vt-0xff.github.io/SynthID-Explained/"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-29T18:18:34.514138+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "2682112f0595d8696af6811cb8e4fe1bf507b6e56feec247355e7876fdda56e7", "fetched_at": "2026-08-28T04:09:00.322339+00:00", "kind": "readme", "missing": false, "url": "https://github.com/aloshdenny/reverse-SynthID"}, {"content_hash": "c61f47aed20897e41e832945615445b2a2e31fc9c54ed15a2443f87ed9b90d12", "fetched_at": "2026-08-29T09:01:30.813326+00:00", "kind": "homepage", "missing": false, "url": "https://vt-0xff.github.io/SynthID-Explained/"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:09:00.322339+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:09:00.322339+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:09:00.322339+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-29T18:18:34.514138+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "2682112f0595d8696af6811cb8e4fe1bf507b6e56feec247355e7876fdda56e7", "fetched_at": "2026-08-28T04:09:00.322339+00:00", "kind": "readme", "missing": false, "url": "https://github.com/aloshdenny/reverse-SynthID"}, {"content_hash": "c61f47aed20897e41e832945615445b2a2e31fc9c54ed15a2443f87ed9b90d12", "fetched_at": "2026-08-29T09:01:30.813326+00:00", "kind": "homepage", "missing": false, "url": "https://vt-0xff.github.io/SynthID-Explained/"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:09:00.322339+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:09:00.322339+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-29T18:18:34.514138+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "2682112f0595d8696af6811cb8e4fe1bf507b6e56feec247355e7876fdda56e7", "fetched_at": "2026-08-28T04:09:00.322339+00:00", "kind": "readme", "missing": false, "url": "https://github.com/aloshdenny/reverse-SynthID"}, {"content_hash": "c61f47aed20897e41e832945615445b2a2e31fc9c54ed15a2443f87ed9b90d12", "fetched_at": "2026-08-29T09:01:30.813326+00:00", "kind": "homepage", "missing": false, "url": "https://vt-0xff.github.io/SynthID-Explained/"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:09:00.322339+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:09:00.322339+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:09:00.322339+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-29T18:18:34.514138+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "2682112f0595d8696af6811cb8e4fe1bf507b6e56feec247355e7876fdda56e7", "fetched_at": "2026-08-28T04:09:00.322339+00:00", "kind": "readme", "missing": false, "url": "https://github.com/aloshdenny/reverse-SynthID"}, {"content_hash": "c61f47aed20897e41e832945615445b2a2e31fc9c54ed15a2443f87ed9b90d12", "fetched_at": "2026-08-29T09:01:30.813326+00:00", "kind": "homepage", "missing": false, "url": "https://vt-0xff.github.io/SynthID-Explained/"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:09:00.322339+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:09:00.322339+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-29T18:18:34.514138+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "2682112f0595d8696af6811cb8e4fe1bf507b6e56feec247355e7876fdda56e7", "fetched_at": "2026-08-28T04:09:00.322339+00:00", "kind": "readme", "missing": false, "url": "https://github.com/aloshdenny/reverse-SynthID"}, {"content_hash": "c61f47aed20897e41e832945615445b2a2e31fc9c54ed15a2443f87ed9b90d12", "fetched_at": "2026-08-29T09:01:30.813326+00:00", "kind": "homepage", "missing": false, "url": "https://vt-0xff.github.io/SynthID-Explained/"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-29T18:18:34.514138+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "2682112f0595d8696af6811cb8e4fe1bf507b6e56feec247355e7876fdda56e7", "fetched_at": "2026-08-28T04:09:00.322339+00:00", "kind": "readme", "missing": false, "url": "https://github.com/aloshdenny/reverse-SynthID"}, {"content_hash": "c61f47aed20897e41e832945615445b2a2e31fc9c54ed15a2443f87ed9b90d12", "fetched_at": "2026-08-29T09:01:30.813326+00:00", "kind": "homepage", "missing": false, "url": "https://vt-0xff.github.io/SynthID-Explained/"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-29T18:18:34.514138+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "2682112f0595d8696af6811cb8e4fe1bf507b6e56feec247355e7876fdda56e7", "fetched_at": "2026-08-28T04:09:00.322339+00:00", "kind": "readme", "missing": false, "url": "https://github.com/aloshdenny/reverse-SynthID"}, {"content_hash": "c61f47aed20897e41e832945615445b2a2e31fc9c54ed15a2443f87ed9b90d12", "fetched_at": "2026-08-29T09:01:30.813326+00:00", "kind": "homepage", "missing": false, "url": "https://vt-0xff.github.io/SynthID-Explained/"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-29T18:18:34.514138+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "2682112f0595d8696af6811cb8e4fe1bf507b6e56feec247355e7876fdda56e7", "fetched_at": "2026-08-28T04:09:00.322339+00:00", "kind": "readme", "missing": false, "url": "https://github.com/aloshdenny/reverse-SynthID"}, {"content_hash": "c61f47aed20897e41e832945615445b2a2e31fc9c54ed15a2443f87ed9b90d12", "fetched_at": "2026-08-29T09:01:30.813326+00:00", "kind": "homepage", "missing": false, "url": "https://vt-0xff.github.io/SynthID-Explained/"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 93, "longevity": 18, "rhythm": 60}, "computed_at": "2026-09-03T02:20:16.233290+00:00", "flags": ["prerelease_only", "no_license"], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 260, "days_push": 47, "days_rel": 132, "gap_med": 2, "n_releases_24m": 2}, "score": 66, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}