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e-Data and Data Analytics Services: (Child Online Safety Index (COSI)) Wolfram Data Repository The GDELT Project: A Global Database of Society () data.europa.eu JRC (Joint Research Centre) Data Catalogue DARE UK (Data and Analytics Research Environments UK) (Community Groups) ADR UK (Administrative Data Research UK) data.police.uk mldata (machine learning data set repository) MLcomp datasets UC Irvine Machine Learning Repository Google Dataset Search Google Public Data Explorer Common Crawl Elicit: The AI Research Assistant (Free Company Dataset, Largest US Employers by Metro Dataset, Free Job Title Dataset, Free Engineering Skills Dataset) Awesome Public Datasets Network Repository: An Interactive Scientific Network Data Repository University Domains and Names Data List & API (The Innovation Clusters Map @ DSIT) D3.js Graph Gallery The Data Visualisation Catalogue informationisbeautiful.net DataGenetics (GitLab) Newspaper3k: Article scraping & curation Otter.ai (; ; DBpedia MARVIN Release Bot; DBpedia Information Extraction Framework; DBpedia Forum; ) ()

Personal Data Management Platforms: (, , Documentation for Developers) () openPDS/SafeAnswers: Personal Data with Privacy

Health Data: (; UHC Data Portal) European Health Data Space (EHDS) (Standardized Data: Observational Medical Outcomes Partnership (OMOP) Common Data Model (CDM), GitHub Data Insights for NHS England @ datainsights.uk (SDE-AIC work; NHS Data Architecture & Data Flows) Data @ NHS Digital Data Uses Registers @ NHS Digital (data sharing agreements) API and integration catalogue @ NHS Digital NHS Digital Data Release Register - reformatted (third-party analysis showing whether past data releases respected opt outs or not) Fingertips | Public health data @ Office for Health Improvement & Disparities Cancer Register @ Cancer Research UK Public Engagement in Data Research Initiative (PEDRI) Public Engagement in Data Research Initiative (PEDRI) (Shared Health and Care Analytics Board (SHcAB) @ NHS Kent and Medway) Kent and Medway Care Record (KMCR) ()

False Information

Organizations, Tools and Resources: Zhijiang GuoAutomated-Fact-Checking-Resources @ Github Journalism, 'Fake News' and Disinformation: A Handbook for Journalism Education and Training (UNESCO) Combating the disinfodemic: Working for truth in the time of COVID-19 (UNESCO) Combating the Disinfodemic: Working for truth in the time of COVID-19 (UNESCO and UNITAR Divisions for Multilateral Diplomacy and Prosperity's mobile e-learning course) WHO's Information Network for Epidemics (EPI-WIN) W3C Credible Web Community Group (Github, Credible Web CG Area-2 (Corroboration-Based Strategies)) (, A Short Guide to the History of ‘Fake News’ and Disinformation: A New ICFJ Learning Module) (Digital News Innovation (DNI) Fund, GNI Innovation Challenges) Truth Decay @ RAND (Fighting Disinformation Online: A Database of Web Tools) (Firefox extension - NewsGuard, Google Chrome extension - NewsGuard, Firefox extension - HealthGuard, Android app - NewsGuard; COVID-19 Misinformation Resources, Coronavirus Misinformation Tracking Center) CheckStep misinformation datasets @ data.world FakeNewsTracker Google Fact Check (Google Fact Check Tools API, Google Fact Check Explorer, Google Fact Check Markup Tool) Fact-check Feed @ fact.pubmedia.us SMAT: The Social Media Analysis Toolkit Verifi! News Landscape (NELA) Toolkit (Media Bias Ratings, Media Bias Chart™, Rate Your Bias) () Fake News Challenge (FNC) (Stance Detection dataset for FNC-1) (International Fact-Checking Network - IFCN, IFCN Code of Principles; , #CoronaVirusFacts Alliance, CoronaVirusFacts/DatosCoronaVirus Alliance Database) Content Authenticity Initiative (CAI) () BBC Disinformation Watch (Fact-Checking, The Duke Tech & Check Cooperative, ) Cambridge's Misinformation Susceptibility Test (MIST) (Politifact Fact Check Dataset 2008-22) COVID-19 Misinformation Newsletter @ Programme on Democracy and Technology (DemTech), Oxford University (Anti-Misinformation Resources: The Catalog) AMMeBa: Annotated Misinformation, Media-Based (2024) Misinformation Exposure (Nature Communications 2022) SIGIR 2024 Tutorial: Preventing and Detecting Misinformation Generated by Large Language Models OpenFactCheck Arkose Labs (Inventory fraud, Fake account creation) TheReviewIndex Yelp Open Dataset UCSD McAuley Lab's Amazon Reviews'23 dataset (2018 dataset, 2014 dataset, 2013 dataset) Fake Reviews Dataset (Journal of Retailing and Consumer Services 2022) YelpCHI dataset (ICWSM 2013 and KDD 2015) YelpZip dataset (KDD 2015 and SIAM SDM 2016) Yelp-Fraud (Multi-relational Graph Dataset for Yelp Spam Review Detection) (CIKM 2020) Amazon-Fraud (Multi-relational Graph Dataset for Amazon Fraudulent Account Detection) (CIKM 2020) Masterpiece Generator - Song Lyrics Generator fake-resume-generator

Multimedia False Information: JPEG Fake Media Daichi Zhang's Awesome Deepfakes Daichi Zhang's Awesome Deepfakes Detection Qiqi Tao's Awesome Comprehensive Deepfake Detection Shubham Gupta's Awesome Deepfakes Awesome-Misinfo-Video-Detection DeepfakeBench: A Comprehensive Benchmark of Deepfake Detection (NeurIPS 2023) fake-face-detection: some collected paper and personal notes relevant to Fake Face Detetection DeepFake-o-meter: An open platform integrating state-of-the-art DeepFake detection methods StyleGAN StyleGAN2 StyleGAN2-ADA (Official TensorFlow implementation) StyleGAN2-ADA (Official PyTorch implementation) StyleGAN3 (Stability Generator API @ GitHub) DeepFakeFace: deepfake faces generated by diffusion models (HuggingFace; GitHub) GenImage: A Million-Scale Benchmark for Detecting AI-Generated Image (Google Drive; GitHub) Diffusion Facial Forgery Detection (DiFF) dataset (Google Drive) DiffusionFace dataset (Part 1 @ Zenodo, Part 2 @ Zenodo) Diffusion Deepfake (dataset, code) DF-Platter: Multi-Face Heterogeneous Deepfake Dataset AI-Face-FairnessBench FakeBench: Probing Explainable Fake Image Detection via Large Multimodal Models SHIELD: An Evaluation Benchmark for Face Spoofing and Forgery Detection with Multimodal Large Language Models Adobe Research's VideoSham Dataset (WACV 2023) DeepFaceLab OpenAI's DALL·E 3 thiscatdoesnotexist.com thishorsedoesnotexist.com thisartworkdoesnotexist.com thischemicaldoesnotexist.com thesecatsdonotexist.com thisanimedoesnotexist.ai thisponydoesnotexist.net thiswaifudoesnotexist.net whichfaceisreal.com spotdeepfakes.org generated.photos (datasets, face fenerator, free generated photos) Deepware Scanner (GitHub) Data and stimuli used by Nightingale & Farid for "AI-synthesized faces are indistinguishable from real faces and more trustworthy" (PNAS 2022) DeepFaceDrawing: Deep Generation of Face Images from Sketches (SIGGRAPH 2020) (DeepFaceDrawing-Jittor @ GitHub) DeepNude-an-Image-to-Image-technology pix2pix: Image-to-Image Translation with Conditional Adversarial Nets (CVPR 2017) (CycleGAN and pix2pix in PyTorch @ GitHub, original code @ GitHub, Christopher Hesse's interactive demo) Flickr-Faces-HQ Dataset (FFHQ) Adversarial Deepfakes (WACV 2021) DefakeHop (ICME 2021) DeepFaceLab (GitHub) MyFakeApp (based on Faceswap) Botika MyVoiceYourFace.com FaceForensics Benchmark Partnership on AI's AI and Media Integrity Steering Committee (Deepfake Detection Challenge = DFDC) Celeb-DF (v2): A New Dataset for DeepFake Forensics (CVPR 2020) (GitHub) KoDF: A Large-scale Korean DeepFake Detection Dataset (CVPR 2021) CoMoFoD - Image Database for Copy-Move Forgery Detection Copy-Move Forgery Database with Similar but Genuine Objects (COVERAGE) GANDCTAnalysis
MKLab-ITI's image-verification-corpus Assembler (Google's project) A corpus of debunked and verified user-generated videos (Online Information Review 2019) Fake-EmoReact 2021 Challenge @ SocialNLP 2021 EmotionGIF 2020 Challenge @ SocialNLP 2020 NewsCLIPpings: Automatic Generation of Out-of-Context Multimodal Media (EMNLP 2021) Visual News: Benchmark and Challenges in News Image Captioning (EMNLP 2021)

Other Research Related: AVeriTeC @ NeurISP 2023 CLEF2020 CheckThat! Lab (Enabling Automatic Identification and Verification of Claims in Social Media) CLEF2019 CheckThat! Lab CLEF2018 CheckThat! Lab FEVER Datasets (scientific claims) ClaimBuster: Automated Live Fact-checking (ClaimPortal, ICWSM 2020 dataset) Claim Detection in Social Media via Fusion of Transformer and Syntactic Features (CLEF CheckThat! 2020) ClaimsKG claim-rank (RANLP 2017) Claim Extraction for Scientific Publications SciFact (GitHub) Too Many Claims to Fact-Check: Prioritizing Political Claims Based on Check-Worthiness (MAISoN'2020 @ CIKM'2020) entity-fishing - Entity Recognition and Disambiguation Full Fact's Fast & Furious Fact Check Challenge (2016) (Iffy Index of Unreliable Sources, Wayback Workshop) OSoMe (Observatory on Social Media) @ Network Science Institute (IUNI), Center for Complex Networks and Systems Research (CNetS), Indiana University (Tools and Datasets: Hoaxy®, , , BotSlayer, CoVaxxy, ) Graph-based Fraud Detection Papers and Resources VoterFraud2020 (@ GitHub, @ Fighshare) FakeNewsNet Maciej Szpakowski's Fake News Corpus Fakeddit (GitHub) Credibilator (Google Chrome extension) EX-FEVER: A Dataset for Multi-hop Explainable Fact Verification (2023) LOCO: the 88-million word language of conspiracy corpus (2021) Avax (anti-vaccine) tweets dataset (2021) The COVID-19 Infodemic: Can the Crowd Judge Recent Misinformation Objectively? (SIGIR 2020 + ECIR 2020 + CIKM 2020) ReCOVery: A Multimodal Repository for COVID-19 News Credibility Research (CIKM 2020) FakeCovid: Fact Checked data for COVID-19 (ICWSM 2020 workshop) Dataset for COVID-19 Misinformation on Twitter (2020) CHECKED: Chinese COVID-19 Fake News Dataset (2020) Factuality and Bias Prediction of News Media (ACL 2020 + EMNLP 2018) FakeHealth repository (ICWSM 2020) FiveThirtyEight's dataset of 3 million Russian troll tweets Raiders of the Lost Kek: 3.5 Years of Augmented 4chan Posts from the Politically Incorrect Board (ICWSM 2020) Learning from Fact-checkers (SIGIR 2019) The Rise of Guardians (SIGIR 2018) LIAR-PLUS fake news databse (FEVER 2018) LIAR fake news databse (ACL 2017) CREDBANK-data (ICWSM 2015) 中文谣言数据 (中国科学: 信息科学 2015)

Information Visualization

Tools: Transparency Vis

More

Tools: GetOldTweets-python GetOldTweets-java GetOldTweets3
Data: COVID-19 @ Aminer (COVID-19 Open Datasets, dashboard)

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