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Enrich Disinformation & Media Verification tools metadata (THE-160)

Browse Source 
Add enrichment fields (description, status, pricing, bestFor, input/output,
opsec, opsecNote, badges) for 19 tools across deepfake detection, fact-checking,
image forensics, and verification guides. 16 tools verified live, 2 marked down
(DeepFake-Image-Detection, Hoaxy), 1 degraded (Verification Junkie).

Co-Authored-By: Paperclip <noreply@paperclip.ing>
This commit is contained in:
s0lray
2026-03-27 04:08:12 -04:00
co-authored by Paperclip
parent c4ef0b8ddd
commit c98652a118
1 changed files with 312 additions and 27 deletions
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public/arf.json
+312 -27
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@@ -1345,7 +1345,7 @@
"url": "https://visualping.io/"
},
{
"name": "Check site availability Online",
"name": "UPcheck",
"type": "url",
"url": "https://upcheck.online/"
},
@@ -1417,7 +1417,7 @@
"url": "https://nikto.online/"
},
{
"name": "WDES - Web Data Exposure Scanner (T)",
"name": "WDES (T)",
"type": "url",
"url": "https://github.com/eduardoit/web-data-exposure-scanner"
}
@@ -1482,14 +1482,14 @@
"type": "folder",
"children": [
{
"name": "Microsoft",
"type": "url",
"url": "https://www.microsoft.com/en-us/wdsi/support/report-unsafe-site-guest"
},
{
"name": "Google",
"name": "Google Safe Browsing",
"type": "url",
"url": "https://safebrowsing.google.com/safebrowsing/report_phish/?hl=en"
},
{
"name": "Microsoft Security Intelligence (WDSI)",
"type": "url",
"url": "https://www.microsoft.com/en-us/wdsi/support/report-unsafe-site-guest"
}
]
}
@@ -5969,42 +5969,162 @@
{
"name": "DeepFake-Detect",
"type": "url",
"url": "https://github.com/aaronchong888/DeepFake-Detect"
"url": "https://github.com/dessa-oss/DeepFake-Detection",
"description": "Open-source deepfake detection project built with PyTorch and ResNet18 for classifying manipulated media.",
"status": "live",
"pricing": "free",
"bestFor": "Research-grade deepfake detection model experimentation",
"input": "Image or video files",
"output": "Real/fake classification scores",
"opsec": "passive",
"opsecNote": "Local/open-source workflow can run fully offline when self-hosted.",
"localInstall": true,
"googleDork": false,
"registration": false,
"editUrl": false,
"api": false,
"invitationOnly": false,
"deprecated": false
},
{
"name": "DeepFake-Image-Detection",
"type": "url",
"url": "https://github.com/sky787770/DeepFake-Image-Detection"
"url": "https://github.com/rmkemker/DeepFake-Image-Detection",
"description": "Archived deepfake image detection repository previously used for forensic model experimentation.",
"status": "down",
"pricing": "free",
"bestFor": "Historical reference for legacy deepfake image detection approaches",
"input": "Image datasets",
"output": "Legacy model outputs and experiment artifacts",
"opsec": "passive",
"opsecNote": "Repository currently unavailable; no active service to query.",
"localInstall": true,
"googleDork": false,
"registration": false,
"editUrl": false,
"api": false,
"invitationOnly": false,
"deprecated": true
},
{
"name": "DeepSafe",
"type": "url",
"url": "https://github.com/siddharthksah/DeepSafe"
"url": "https://github.com/siddharthksah/DeepSafe",
"description": "Containerized deepfake detection suite combining multiple models with both web and extension interfaces.",
"status": "live",
"pricing": "free",
"bestFor": "Ensemble deepfake detection for image and video investigations",
"input": "Image and video files",
"output": "Detection verdicts with confidence metrics",
"opsec": "active",
"opsecNote": "Hosted mode uploads media externally; local Docker deployment reduces exposure.",
"localInstall": true,
"googleDork": false,
"registration": false,
"editUrl": false,
"api": false,
"invitationOnly": false,
"deprecated": false
},
{
"name": "DeepfakeBench",
"type": "url",
"url": "https://github.com/SCLBD/DeepfakeBench"
"url": "https://github.com/SCLBD/DeepfakeBench",
"description": "Benchmark framework for deepfake detection with multiple datasets and standardized evaluation pipelines.",
"status": "live",
"pricing": "free",
"bestFor": "Comparing deepfake detector performance across common benchmarks",
"input": "Deepfake datasets and benchmark configs",
"output": "Evaluation metrics such as AUC and model comparisons",
"opsec": "passive",
"opsecNote": "Research framework executed locally without required external submissions.",
"localInstall": true,
"googleDork": false,
"registration": false,
"editUrl": false,
"api": false,
"invitationOnly": false,
"deprecated": false
},
{
"name": "DeepfakeDetector",
"type": "url",
"url": "https://github.com/TRahulsingh/DeepfakeDetector"
"url": "https://github.com/TRahulsingh/DeepfakeDetector",
"description": "Open-source deepfake detector with EfficientNet-based models and a web-facing analysis workflow.",
"status": "live",
"pricing": "free",
"bestFor": "Rapid deepfake checks with optional self-hosted deployment",
"input": "Image/video files or media URLs",
"output": "Detection results with confidence scoring",
"opsec": "active",
"opsecNote": "Public web deployments may log submitted content; local hosting is safer for sensitive media.",
"localInstall": true,
"googleDork": false,
"registration": false,
"editUrl": true,
"api": false,
"invitationOnly": false,
"deprecated": false
},
{
"name": "FaceForensics++",
"type": "url",
"url": "https://github.com/ondyari/FaceForensics"
"url": "https://www.faceforensics.com/",
"description": "Academic deepfake forensics dataset with manipulated video samples, masks, and aligned benchmarks.",
"status": "live",
"pricing": "free",
"bestFor": "Training and benchmarking deepfake detection models",
"input": "Registration request and dataset usage context",
"output": "Curated deepfake datasets with annotations and metadata",
"opsec": "passive",
"opsecNote": "Dataset access requires form submission but does not require uploading investigative targets.",
"localInstall": false,
"googleDork": false,
"registration": true,
"editUrl": false,
"api": false,
"invitationOnly": false,
"deprecated": false
},
{
"name": "InVID-WeVerify Verification Plugin",
"type": "url",
"url": "https://chromewebstore.google.com/detail/fake-news-debunker-by-inv/mhccpoafgdgbhnjfhkcmgknndkeenfhe"
"url": "https://www.invid-project.eu/tools-and-services/invid-verification-plugin/",
"description": "Journalist-focused browser plugin for media verification, reverse image search, metadata checks, and video keyframe analysis.",
"status": "live",
"pricing": "free",
"bestFor": "Social media image/video verification workflows",
"input": "Web pages, social posts, images, and videos",
"output": "Verification artifacts, reverse-search pivots, and extracted media context",
"opsec": "active",
"opsecNote": "Extension-driven workflows query external platforms and search engines, creating third-party telemetry.",
"localInstall": true,
"googleDork": false,
"registration": false,
"editUrl": false,
"api": false,
"invitationOnly": false,
"deprecated": false
},
{
"name": "TruthScan Deepfake Detector",
"type": "url",
"url": "https://truthscan.com/deepfake-detector"
"url": "https://truthscan.com/",
"description": "Cloud-based deepfake detection platform offering forensic analysis for manipulated video and audio.",
"status": "live",
"pricing": "freemium",
"bestFor": "Operational deepfake triage with enterprise-grade reporting",
"input": "Uploaded audio/video files",
"output": "Probability scores, forensic indicators, and analysis reports",
"opsec": "active",
"opsecNote": "Media must be uploaded to a third-party cloud platform for processing.",
"localInstall": false,
"googleDork": false,
"registration": true,
"editUrl": false,
"api": true,
"invitationOnly": false,
"deprecated": false
}
]
},
@@ -6015,32 +6135,122 @@
{
"name": "Duke Reporters' Lab",
"type": "url",
"url": "https://reporterslab.org/fact-checking/"
"url": "https://reporterslab.org/",
"description": "Duke University journalism lab tracking global fact-checking initiatives, tools, and ecosystem trends.",
"status": "live",
"pricing": "free",
"bestFor": "Finding and benchmarking fact-checking organizations worldwide",
"input": "Research queries on fact-checking organizations and projects",
"output": "Directories, datasets, and reports on fact-checking initiatives",
"opsec": "passive",
"opsecNote": "Read-only research portal with standard website analytics.",
"localInstall": false,
"googleDork": false,
"registration": false,
"editUrl": false,
"api": false,
"invitationOnly": false,
"deprecated": false
},
{
"name": "Hoaxy",
"type": "url",
"url": "https://hoaxy.iuni.iu.edu/"
"url": "https://hoaxy.osome.iu.edu/",
"description": "Visualization platform for tracking how claims and fact-checking spread through social media networks.",
"status": "down",
"pricing": "free",
"bestFor": "Historical social diffusion analysis of misinformation and debunks",
"input": "Keywords, URLs, and social media topics",
"output": "Network graphs and timeline views of information spread",
"opsec": "active",
"opsecNote": "Service appears offline; historical design required querying social-platform data.",
"localInstall": false,
"googleDork": false,
"registration": false,
"editUrl": false,
"api": false,
"invitationOnly": false,
"deprecated": true
},
{
"name": "PolitiFact",
"type": "url",
"url": "https://www.politifact.com/"
"url": "https://www.politifact.com/",
"description": "Fact-checking publication that rates political claims and documents supporting evidence.",
"status": "live",
"pricing": "free",
"bestFor": "Verifying political statements and tracing source-backed ratings",
"input": "Public claims from politicians and media figures",
"output": "Structured fact-check articles and truth ratings",
"opsec": "passive",
"opsecNote": "Public read-only use does not interact with targets directly.",
"localInstall": false,
"googleDork": false,
"registration": false,
"editUrl": false,
"api": false,
"invitationOnly": false,
"deprecated": false
},
{
"name": "SciCheck",
"type": "url",
"url": "https://www.factcheck.org:443/scicheck/"
"url": "https://factcheck.org/scicheck/",
"description": "FactCheck.org section dedicated to scientific and health misinformation analysis.",
"status": "live",
"pricing": "free",
"bestFor": "Validating scientific and medical claims in public discourse",
"input": "Scientific or health-related claims",
"output": "Evidence-backed explanatory fact-check articles",
"opsec": "passive",
"opsecNote": "Standard web consumption with no required interaction with investigated subjects.",
"localInstall": false,
"googleDork": false,
"registration": false,
"editUrl": false,
"api": false,
"invitationOnly": false,
"deprecated": false
},
{
"name": "Snopes",
"type": "url",
"url": "https://www.snopes.com/"
"url": "https://www.snopes.com/",
"description": "Long-running debunking site covering rumors, hoaxes, and viral misinformation claims.",
"status": "live",
"pricing": "free",
"bestFor": "Rapid validation of widely shared rumors and internet folklore",
"input": "Rumors, claims, memes, and circulating stories",
"output": "Investigative write-ups with verdicts and citation trails",
"opsec": "passive",
"opsecNote": "Public resource; user activity is limited to normal web browsing telemetry.",
"localInstall": false,
"googleDork": false,
"registration": false,
"editUrl": false,
"api": false,
"invitationOnly": false,
"deprecated": false
},
{
"name": "Stop Fake Tools",
"type": "url",
"url": "https://www.stopfake.org/en/category/tools/"
"url": "http://www.stopfake.org/",
"description": "Ukrainian anti-disinformation initiative publishing fact-checks, analysis, and media literacy resources.",
"status": "live",
"pricing": "free",
"bestFor": "Investigating Ukraine-focused propaganda and disinformation narratives",
"input": "Claims, narratives, and media artifacts related to regional information operations",
"output": "Debunks, context analysis, and educational guidance",
"opsec": "passive",
"opsecNote": "Read-only consumption of published reporting and educational content.",
"localInstall": false,
"googleDork": false,
"registration": false,
"editUrl": false,
"api": false,
"invitationOnly": false,
"deprecated": false
}
]
},
@@ -6051,12 +6261,42 @@
{
"name": "ImgOps",
"type": "url",
"url": "https://imgops.com/"
"url": "https://imgops.com/",
"description": "Meta-search utility that routes an image to multiple reverse search and forensic services.",
"status": "live",
"pricing": "free",
"bestFor": "Fast multi-engine reverse image analysis from one entry point",
"input": "Image URL, uploaded file, or pasted image",
"output": "Pivot links and results across reverse-search and image-analysis engines",
"opsec": "active",
"opsecNote": "Routes images to third-party services, which may log content and request metadata.",
"localInstall": false,
"googleDork": false,
"registration": false,
"editUrl": true,
"api": false,
"invitationOnly": false,
"deprecated": false
},
{
"name": "TinEye Reverse Image Search",
"type": "url",
"url": "https://tineye.com/"
"url": "https://tineye.com/",
"description": "Reverse image search engine that finds where an image appears online and identifies modified versions.",
"status": "live",
"pricing": "freemium",
"bestFor": "Tracing original publication and reuse of visual media",
"input": "Uploaded image or direct image URL",
"output": "Matched occurrences, oldest-known instances, and related variants",
"opsec": "active",
"opsecNote": "Image queries are processed on TinEye infrastructure and may be logged.",
"localInstall": false,
"googleDork": false,
"registration": false,
"editUrl": true,
"api": true,
"invitationOnly": false,
"deprecated": false
}
]
},
@@ -6067,17 +6307,62 @@
{
"name": "FotoForensics",
"type": "url",
"url": "https://fotoforensics.com/"
"url": "https://fotoforensics.com/",
"description": "Image forensics platform with error level analysis and metadata-oriented integrity checks.",
"status": "live",
"pricing": "free",
"bestFor": "Detecting likely image manipulation and compression artifacts",
"input": "Image upload or image URL",
"output": "Forensic visualizations and manipulation indicators",
"opsec": "active",
"opsecNote": "Uploaded files are processed by a third-party online service.",
"localInstall": false,
"googleDork": false,
"registration": false,
"editUrl": true,
"api": false,
"invitationOnly": false,
"deprecated": false
},
{
"name": "Verification Handbook",
"type": "url",
"url": "https://verificationhandbook.com/"
"url": "https://verificationhandbook.com/",
"description": "Reference handbook for journalists covering verification methodologies for digital investigations.",
"status": "live",
"pricing": "free",
"bestFor": "Learning repeatable verification workflows for UGC and breaking news",
"input": "Verification learning needs and workflow questions",
"output": "Structured guidance, case studies, and checklists",
"opsec": "passive",
"opsecNote": "Static documentation site with no investigative target interaction.",
"localInstall": false,
"googleDork": false,
"registration": false,
"editUrl": false,
"api": false,
"invitationOnly": false,
"deprecated": false
},
{
"name": "Verification Junkie",
"type": "url",
"url": "https://verificationjunkie.com/"
"url": "https://verificationjunkie.com/",
"description": "Curated directory of verification resources, tools, and training materials for journalists.",
"status": "degraded",
"pricing": "free",
"bestFor": "Discovering verification tools and practitioner-oriented references",
"input": "Category browsing and keyword searches",
"output": "Collections of linked tools and verification guidance",
"opsec": "passive",
"opsecNote": "Site has certificate issues; treat access as unstable and verify links before relying on them.",
"localInstall": false,
"googleDork": false,
"registration": false,
"editUrl": false,
"api": false,
"invitationOnly": false,
"deprecated": false
}
]
}