Fact Checking Systems ML Frameworks
AI tools for automated fact-checking, misinformation detection, and credibility assessment of claims and content. Does NOT include general content moderation, spam filtering, or sentiment analysis tools without fact-verification capabilities.
There are 132 fact checking systems frameworks tracked. The highest-rated is safe-graph/GNN-FakeNews at 49/100 with 544 stars.
Get all 132 projects as JSON
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| # | Framework | Score | Tier |
|---|---|---|---|
| 1 |
safe-graph/GNN-FakeNews
A collection of GNN-based fake news detection models. |
|
Emerging |
| 2 |
anantdgoel/ProjectFib
Chrome extension to flag fake news on Facebook. Built at HackPrinceton '16 |
|
Emerging |
| 3 |
sumeetkr/AwesomeFakeNews
This repository contains recent research on fake news. |
|
Emerging |
| 4 |
kapilsinghnegi/Fake-News-Detection
This project detects whether a news is fake or not using machine learning. |
|
Emerging |
| 5 |
Nicozwy/CofCED
COLING 2022: A Coarse-to-fine Cascaded Evidence-Distillation Neural Network... |
|
Emerging |
| 6 |
arbdoescode/SeekFake
SeekFake is an intelligent fact-verification system designed to determine... |
|
Emerging |
| 7 |
DJDarkCyber/Fake-News-Detector
Fake News Detector Web Application |
|
Emerging |
| 8 |
wutonytt/Fake-News-Detection
Fake News Detection using a BERT-based Deep Learning Approach |
|
Emerging |
| 9 |
AmirhosseinHonardoust/Fake-News-Detector
A complete NLP and Machine Learning project to detect fake and real news... |
|
Emerging |
| 10 |
AmirhosseinHonardoust/Fake-Review-Detector
An AI-powered Fake Review Detector built with Python, Streamlit, and... |
|
Emerging |
| 11 |
Abhradipta/Fake-News-Detection
Fake News Detection Using Recurrent Neural Networks (RNNs) & Long Short Term... |
|
Emerging |
| 12 |
yaqingwang/WeFEND-AAAI20
Dataset for paper "Weak Supervision for Fake News Detection via... |
|
Emerging |
| 13 |
SayamAlt/Fake-Reviews-Detection
Successfully developed a machine learning model which can predict whether an... |
|
Emerging |
| 14 |
tlkh/fake-news-chrome-extension
Chrome Extension to help fight Online Misinformation |
|
Emerging |
| 15 |
abiek12/Fake-News-Detection-using-MachineLearning
Fake News Detection using Machine Learning is a comprehensive project that... |
|
Experimental |
| 16 |
keeganbrycegrey/VerifAI
Multi-modal AI-powered fact-checking and transparency system for the... |
|
Experimental |
| 17 |
VallariAg/Fake-News-Classifier-Extension
An extension to classify fake/real news, using Machine Learning. |
|
Experimental |
| 18 |
SushwanthReddy/Fake-News-Detection-using-Machine-Learning
Fake News Detection using Machine Learning Algorithms |
|
Experimental |
| 19 |
ProtonHackers/Incredible-Filter
A Twitter client that blocks out fake news and negativity |
|
Experimental |
| 20 |
AtharvaKulkarniIT/Fake-News-Detection-using-Machine-Learning
This repository hosts a Jupyter notebook for Fake News Detection, utilizing... |
|
Experimental |
| 21 |
Vatshayan/Fake-News-Detection-Project
Final Year Fake News Detection using Machine learning Project with Report,... |
|
Experimental |
| 22 |
colddsam/Truth-Guardian
An advanced AI-powered fake news detection system that verifies text,... |
|
Experimental |
| 23 |
kntb0107/fake_review_detector
Project Files for Final Year Project |
|
Experimental |
| 24 |
Rodwanbagdadi/Fake_News_Detection
AI fake news detector using ensemble ML models (BERT, XGBoost, etc.) with... |
|
Experimental |
| 25 |
nilkanthshirodkar/fake-news-detection
Building Fake News Detection using Angular 6 in the frontend, Node JS in... |
|
Experimental |
| 26 |
HofmannZ/global-ai-hackathon-coin-truth
Analyse the connection between crypto news and market caps |
|
Experimental |
| 27 |
vibhorag101/Fake-News-Detection
Machine Learning and Deep Learning Model using Natural Language Processing... |
|
Experimental |
| 28 |
VorexCotusar/revguard-nlp
🛡️ Detect and combat fake reviews in multiple languages with RevGuard NLP,... |
|
Experimental |
| 29 |
danielvegamyhre/is-this-fake-news
A web application which detects fake news using machine learning and natural... |
|
Experimental |
| 30 |
dcavar/sociallenseonline.github.io
social-lense.online website. |
|
Experimental |
| 31 |
n3a9/vera
Winner of LA Hack's Award Best Use of Wolfram Tech 🎉 An AI system to... |
|
Experimental |
| 32 |
rigelglen/Limelight-API
REST API back-end for Limelight - a news app that uses machine learning to... |
|
Experimental |
| 33 |
xuejianhuang/MST
Multiview Spatio-Temporal Learning with Dual Dynamic Graph Convolutional... |
|
Experimental |
| 34 |
RishabSA/TruthGuard
TruthGuard is an AI-powered fake news detector that detects misinformation... |
|
Experimental |
| 35 |
Rahmeen14/Delusion-Detector
A simple Node web app that uses Random Forest Regression to detect if a... |
|
Experimental |
| 36 |
Viraj522006/veritas-ai-detector-system
AI-powered fake review detection using fine-tuned BERT · 96.65% accuracy ·... |
|
Experimental |
| 37 |
valorious04/fake-news-detection
AI-powered Fake News Detection System using NLP and SVM (~96% accuracy) with... |
|
Experimental |
| 38 |
Sik11/fake-news-classifier
ML pipeline to classify disaster-related tweets as real or fake using the... |
|
Experimental |
| 39 |
dhishan9/verif-ai
An AI-powered misinformation detector using NLP and Passive-Aggressive Classification |
|
Experimental |
| 40 |
j-dags/InfauxWars
A fake news detection web app. Built in react, deployed on Heroku. Python... |
|
Experimental |
| 41 |
shuvomdhar/Fake-News-Detection-verification-Tool
TruthGuard is an intelligent fake news detection system developed as part of... |
|
Experimental |
| 42 |
Mohamed-Ehab-Sabry/nlp-fake-news-detector-transformers
An end-to-end NLP pipeline for sentiment analysis and fake news detection... |
|
Experimental |
| 43 |
jjara23/Cleaned-and-Combined-Job-Postings-Dataset-2015
📊 Analyze and detect fake job postings with this cleaned and combined... |
|
Experimental |
| 44 |
XavierRolex/Fake_News_Detector
FastAPI ML service for real-time fake news detection |
|
Experimental |
| 45 |
fausa/Bias_Detection_in_Journalism
A Natural Language Processing Project: Use NewsAPI to gather URL's of news... |
|
Experimental |
| 46 |
ajimaulana123/HOFE-hoax-detection-for-everyone
Hoax Detection For Everyone |
|
Experimental |
| 47 |
ketanraj15/Fake-Job-Prediction-Model
A python based machine learning model,which uses algorithms like the Naive... |
|
Experimental |
| 48 |
LLFELIPEVV/sistema-fake-news-ia
Sistema autónomo para la detección de noticias falsas en español usando... |
|
Experimental |
| 49 |
HuBocheng/Fake-News-Detection
NKU_2022Fall Python language programming project. 虚假新闻检测项目,分别使用机器学习、深度学习和bert方法完成任务 |
|
Experimental |
| 50 |
IssaItani-iri00/TrustRadar
A website that shows you providers true colors based on reports backed with... |
|
Experimental |
| 51 |
Rahul-2k4/Fake_news_Detection
End-to-end ML pipeline for classifying misinformation with 95% accuracy... |
|
Experimental |
| 52 |
Ujjwal-eng/fake_news_detection
AI-powered fake news detector with 3-tier verification: Google Fact Check... |
|
Experimental |
| 53 |
canberkanar/Natural-Language-Processing
Implementation of multiple NLP approaches, in order to identify fake product... |
|
Experimental |
| 54 |
yksanjo/truthlens-ai
Real-Time Truthfulness Score for LLM Output. Evaluates AI-generated text for... |
|
Experimental |
| 55 |
alwaysvivek/fake-news-detector
A Streamlit app for classifying news as Real or Fake using ML models, with... |
|
Experimental |
| 56 |
lramos0/fallacy-detector
Multi-classifier for detecting logical fallacies in text or speech. Includes... |
|
Experimental |
| 57 |
ozyverse/detecting_fake_news
TfidfVectorizer & PassiveAggressiveClassifier |
|
Experimental |
| 58 |
lazy-forever/Fake-news-detection
虚假新闻检测 - nku 南开大学《python语言程序设计》大作业 |
|
Experimental |
| 59 |
AnirudhBagalkotker/fake_news_detection
React App with a Deep Learning Model capable of classifying news articles as... |
|
Experimental |
| 60 |
NawafAl-Ageel/Misfah
Misfah is an AI-Powered Web extension that filters tweets and posts... |
|
Experimental |
| 61 |
mksochota16/fakeChecker
FakeChecker is a part of my Engineering thesis project on Warsaw University... |
|
Experimental |
| 62 |
cgao-comp/C3N
The code of the paper "Improving Multimodal Fake News Detection by... |
|
Experimental |
| 63 |
yashpandey474/Identification-of-fake-reviews
Fake review detection using machine learning and deep learning techniques... |
|
Experimental |
| 64 |
vinod-polinati/VerifEye
This project contains pythohn scripts that help in identifying fakenews .... |
|
Experimental |
| 65 |
VarshVishwakarma/fake-news-detector
An AI-powered Fake News Detector that helps students identify... |
|
Experimental |
| 66 |
Elteclass/Fake-Radar
Plataforma web y extensión de Chrome impulsada por Inteligencia Artificial y... |
|
Experimental |
| 67 |
JayKumarr/Fake-Review-Detection
Exploiting Behavioral Features to Detect Fake Reviews by Means of Contextual Features |
|
Experimental |
| 68 |
AyushSingh360/Misinformation-Detection
AI-powered fake news detection system using advanced NLP, fact verification,... |
|
Experimental |
| 69 |
sanjayrohith/Veritas-Tribune
Separating Fact from Fiction Since the Digital Age |
|
Experimental |
| 70 |
parthahuja33/ml-review-authenticity-detector
ML-powered FastAPI system for detecting fake product reviews with sentiment analysis |
|
Experimental |
| 71 |
awaliuddin/Faultline
Faultline is a forensic analysis tool designed to build a "trust layer" for... |
|
Experimental |
| 72 |
vidugupta/FalsyNews
Fake News Detection using Machine Learning |
|
Experimental |
| 73 |
mohd-faizy/12P_Fake_News_Detection_with_Machine_Learning
In this project, we will train a Bidirectional Neural Network and LSTM based... |
|
Experimental |
| 74 |
vennelat1/fake-news-detector-ui
A web-based Fake News Detection UI that allows users to input news text and... |
|
Experimental |
| 75 |
imkoushal/fake-news-detector-ai
AI-powered fake news detection system using FastAPI and machine learning pipeline |
|
Experimental |
| 76 |
Dhanush-1213/fake-news-detector-react-flask
AI-powered Fake News Detection Web Application using TF-IDF and Logistic... |
|
Experimental |
| 77 |
oraccc/Improving-Rumor-Detection-with-User-Comments
Source Code for TrustCom2022 Accepted Paper " 'Comments Matter and The More... |
|
Experimental |
| 78 |
willow788/fake-news-detector
A lightweight fake news detection app using TF-IDF and Logistic Regression,... |
|
Experimental |
| 79 |
AARTHI-unique/Fake-Product-Review-Detection-System
Flask-based Machine Learning system to detect fake Amazon product reviews... |
|
Experimental |
| 80 |
not-shivansh/fake-news-detection
An AI-powered web application that detects fake news using machine learning.... |
|
Experimental |
| 81 |
adeloaleman/fake-news-detector
Supervised machine learning for fake news detection |
|
Experimental |
| 82 |
Harpinder1605/truthlens-api
A full-stack AI browser extension powered by a Python backend and... |
|
Experimental |
| 83 |
sunilverma0/Fake-News-Detection
AI-powered Fake News Detection system using NLP & Machine Learning (TF-IDF +... |
|
Experimental |
| 84 |
Srishtidh33/fake-news-detector
Fake News Detection using Machine Learning and NLP with a deployed Streamlit web app |
|
Experimental |
| 85 |
Lipranj14/Fake-Review-Detection
An end-to-end machine learning pipeline classifying fraudulent Amazon... |
|
Experimental |
| 86 |
louisecalix/fake-news-detector
AI-powered fake news detector with FastAPI, web demo, and optional... |
|
Experimental |
| 87 |
Rigen-Manandhar/TruthLens-Fake-News-Detection
An AI-powered Fake News Detection website built with Next.js and machine... |
|
Experimental |
| 88 |
kidKrishkode/CavernousHoaxScanner.github.io
Cavernous Hoax Scanner is a web-based platform that leverages JPEN stack... |
|
Experimental |
| 89 |
muqadasejaz/Fake-News-Detection
This project aims to detect and classify news articles as Fake or Real using... |
|
Experimental |
| 90 |
SK7Cosmo/fake-news-classifier
Detecting fake news using both traditional (Naive Bayes) and deep learning... |
|
Experimental |
| 91 |
Lesio22/Optimizing-Binary-Classification-Problem
🔍 Optimize fake news detection using binary classification with a focus on... |
|
Experimental |
| 92 |
meezan-cloud/Fake-News-Detection
Fake News Detection Web App using Machine Learning & NLP (TF-IDF +... |
|
Experimental |
| 93 |
Rishikahj/fake-profile-detection
ML-powered web app that detects fake social media profiles using Random... |
|
Experimental |
| 94 |
ayomideajadi12-hub/fake-news-detector
AI-powered fake news detector for Nigerian headlines |
|
Experimental |
| 95 |
Sburn24/fake-news-classification-nlp
Fake news classification using NLP techniques and machine learning models. |
|
Experimental |
| 96 |
Nianca-Chetty103/Fake-News-Classifier
finding stories to verify how true the news on the network is -in development |
|
Experimental |
| 97 |
sucharitha1812/fake-news-detection-ml
Machine learning NLP project for fake news detection using TF-IDF feature... |
|
Experimental |
| 98 |
y0hannes/fake-news-detection
End-to-end Fake News Detection system built with a Feedforward Neural... |
|
Experimental |
| 99 |
namanagarwal17/thumbnail-truth-score
AI-powered system to detect misleading YouTube thumbnails using OCR and... |
|
Experimental |
| 100 |
Rohitash-AI/fake-news-detector
Fake News Detector — ML web app with 98.66% accuracy using NLP, TF-IDF &... |
|
Experimental |
| 101 |
sergio11/fake_news_classifier
📰 Fighting Fake News with machine learning! 🤖 Using source-based... |
|
Experimental |
| 102 |
henil-modi/fake-news-detection
Machine learning NLP project that detects fake news using TF-IDF and... |
|
Experimental |
| 103 |
s-shrikanth/fake-news-detector
NLP pipeline to classify misinformation from news text — preprocessing,... |
|
Experimental |
| 104 |
hasbisevinc/ClickBait-Detector
This repository represent an AI method to classify an article as clickbait... |
|
Experimental |
| 105 |
yachiashen/DeFake-ZH
Chinese Fake News Detection based on MacBERT |
|
Experimental |
| 106 |
acetinkaya/Fake-News-Detection-via-Deep-Learning-TF-IDF
Analysis of whether news on the Internet is real or fake by using deep... |
|
Experimental |
| 107 |
EduardoCavValenca/Automatic-Detection-of-Fake-News-in-Portuguese
Models for automatic detection of fake news in Portuguese |
|
Experimental |
| 108 |
d-coder111/FNDetectoApp
FNDetectoApp |
|
Experimental |
| 109 |
antoine311200/FuseCensor
Fuse Censor is an extension that provides an efficient way to censor swear... |
|
Experimental |
| 110 |
docsallover/fake-news-detection
Fake News Detection Using NLP |
|
Experimental |
| 111 |
jeevapriyan10/TrinetraAI--MisinfoDetector
Trinetra AI is a creative solution brought to the market that produces... |
|
Experimental |
| 112 |
mytechnotalent/Fake-News-Binary-Classifier
Fake News Exploratory Data Analysis & Machine Learning Binary Classification Model |
|
Experimental |
| 113 |
bhagavan444/News-detector
An NLP-based machine learning system designed to detect misinformation in... |
|
Experimental |
| 114 |
samadpls/yt-clickbait-detector
A web application which suggests user non-clickbait video on YouTube s. Easy to use. |
|
Experimental |
| 115 |
Vatshayan/Full-Stack-Fake-News-Detection
Full Stack Fake News Detection using machine learning with code and... |
|
Experimental |
| 116 |
AyaanAKhan/lie-detector
A deception conflict detector using hesitation + cursor behavior. No text.... |
|
Experimental |
| 117 |
ankit-xo/FakeNewsDetection
Fake News Detection Web App using AI & Machine Learning (Text + Image Analysis) |
|
Experimental |
| 118 |
berry2012/fake-news-video-detector
A ML model to detect misinformation in fake news video format. |
|
Experimental |
| 119 |
Samuel-Ayazo/fake-news-detection-using-dvc-and-mlflow
📰 Detect fake news efficiently with a robust MLOps pipeline using DVC for... |
|
Experimental |
| 120 |
ericshantos/fakeCheck_API
API that analyzes news content and verifies its veracity using AI. |
|
Experimental |
| 121 |
Pragyan2004/TruthGuard-2025
A machine-learning–powered Fake News Detection Web Application built using... |
|
Experimental |
| 122 |
sai-kumar-dev/crowd-verified-news-detection
Research-driven machine learning system for fake news detection and... |
|
Experimental |
| 123 |
arsenicoveleno/verissimo
Verissimo: a supervised ML pipeline for detecting fake gossip news.... |
|
Experimental |
| 124 |
deepthikds2006/Fake-News-Detection
Fake news classification system built using Python, NLP preprocessing,... |
|
Experimental |
| 125 |
Vaporjawn/Fake-Checker
🔍 Advanced AI-powered image authenticity detector with real-time analysis,... |
|
Experimental |
| 126 |
devwithmohit/Fake-News-Detector-devops
A modern web app that analyzes news headlines or articles and predicts... |
|
Experimental |
| 127 |
ahsanch008/Fake-News-Detection
Fake News Detection System - A full‑stack system that analyzes news articles... |
|
Experimental |
| 128 |
hasINI-123-006/Fake-News-Detection-using-Machine-Learning
Fake news detection using TF-IDF and ML models (Logistic Regression, Naive... |
|
Experimental |
| 129 |
iamproms/FakeOrRealNewsDetector
An AI-powered application for detecting fake news using machine learning.... |
|
Experimental |
| 130 |
berry2012/Misinformation-Detection
Real-Time Detection and Mitigation of Media Misinformation Using NLP and... |
|
Experimental |
| 131 |
Dmarky9873/A-Minimal-Approach-to-Fake-News-Detection
Research on the spread of online media on X (formerly Twitter). Can we... |
|
Experimental |
| 132 |
Md-Musfikur-Rahman/fakeMedicineDetection
A BC and ML based system to identify fake drugs. |
|
Experimental |