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 146 fact checking systems frameworks tracked. 2 score above 50 (established tier). The highest-rated is safe-graph/GNN-FakeNews at 56/100 with 544 stars.

Get all 146 projects as JSON

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# Framework Score Tier
1 safe-graph/GNN-FakeNews

A collection of GNN-based fake news detection models.

56
Established
2 anantdgoel/ProjectFib

Chrome extension to flag fake news on Facebook. Built at HackPrinceton '16

51
Established
3 sumeetkr/AwesomeFakeNews

This repository contains recent research on fake news.

49
Emerging
4 kapilsinghnegi/Fake-News-Detection

This project detects whether a news is fake or not using machine learning.

47
Emerging
5 Nicozwy/CofCED

COLING 2022: A Coarse-to-fine Cascaded Evidence-Distillation Neural Network...

42
Emerging
6 DJDarkCyber/Fake-News-Detector

Fake News Detector Web Application

42
Emerging
7 arbdoescode/SeekFake

SeekFake is an intelligent fact-verification system designed to determine...

41
Emerging
8 wutonytt/Fake-News-Detection

Fake News Detection using a BERT-based Deep Learning Approach

40
Emerging
9 Abhradipta/Fake-News-Detection

Fake News Detection Using Recurrent Neural Networks (RNNs) & Long Short Term...

39
Emerging
10 tlkh/fake-news-chrome-extension

Chrome Extension to help fight Online Misinformation

38
Emerging
11 yaqingwang/WeFEND-AAAI20

Dataset for paper "Weak Supervision for Fake News Detection via...

38
Emerging
12 SayamAlt/Fake-Reviews-Detection

Successfully developed a machine learning model which can predict whether an...

38
Emerging
13 AmirhosseinHonardoust/Fake-Review-Detector

An AI-powered Fake Review Detector built with Python, Streamlit, and...

36
Emerging
14 AmirhosseinHonardoust/Fake-News-Detector

A complete NLP and Machine Learning project to detect fake and real news...

36
Emerging
15 abiek12/Fake-News-Detection-using-MachineLearning

Fake News Detection using Machine Learning is a comprehensive project that...

34
Emerging
16 VallariAg/Fake-News-Classifier-Extension

An extension to classify fake/real news, using Machine Learning.

34
Emerging
17 SushwanthReddy/Fake-News-Detection-using-Machine-Learning

Fake News Detection using Machine Learning Algorithms

33
Emerging
18 ProtonHackers/Incredible-Filter

A Twitter client that blocks out fake news and negativity

33
Emerging
19 AtharvaKulkarniIT/Fake-News-Detection-using-Machine-Learning

This repository hosts a Jupyter notebook for Fake News Detection, utilizing...

33
Emerging
20 Vatshayan/Fake-News-Detection-Project

Final Year Fake News Detection using Machine learning Project with Report,...

32
Emerging
21 kntb0107/fake_review_detector

Project Files for Final Year Project

32
Emerging
22 nilkanthshirodkar/fake-news-detection

Building Fake News Detection using Angular 6 in the frontend, Node JS in...

32
Emerging
23 HofmannZ/global-ai-hackathon-coin-truth

Analyse the connection between crypto news and market caps

31
Emerging
24 danielvegamyhre/is-this-fake-news

A web application which detects fake news using machine learning and natural...

31
Emerging
25 rigelglen/Limelight-API

REST API back-end for Limelight - a news app that uses machine learning to...

31
Emerging
26 n3a9/vera

Winner of LA Hack's Award Best Use of Wolfram Tech 🎉 An AI system to...

31
Emerging
27 vibhorag101/Fake-News-Detection

Machine Learning and Deep Learning Model using Natural Language Processing...

31
Emerging
28 dcavar/sociallenseonline.github.io

social-lense.online website.

31
Emerging
29 Rodwanbagdadi/Fake_News_Detection

AI fake news detector using ensemble ML models (BERT, XGBoost, etc.) with...

31
Emerging
30 xuejianhuang/MST

Multiview Spatio-Temporal Learning with Dual Dynamic Graph Convolutional...

30
Emerging
31 Rahmeen14/Delusion-Detector

A simple Node web app that uses Random Forest Regression to detect if a...

29
Experimental
32 fausa/Bias_Detection_in_Journalism

A Natural Language Processing Project: Use NewsAPI to gather URL's of news...

27
Experimental
33 XavierRolex/Fake_News_Detector

FastAPI ML service for real-time fake news detection

27
Experimental
34 ketanraj15/Fake-Job-Prediction-Model

A python based machine learning model,which uses algorithms like the Naive...

27
Experimental
35 keeganbrycegrey/VerifAI

Multi-modal AI-powered fact-checking and transparency system for the...

27
Experimental
36 VorexCotusar/revguard-nlp

🛡️ Detect and combat fake reviews in multiple languages with RevGuard NLP,...

27
Experimental
37 RishabSA/TruthGuard

TruthGuard is an AI-powered fake news detector that detects misinformation...

27
Experimental
38 ajimaulana123/HOFE-hoax-detection-for-everyone

Hoax Detection For Everyone

27
Experimental
39 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

26
Experimental
40 ozyverse/detecting_fake_news

TfidfVectorizer & PassiveAggressiveClassifier

25
Experimental
41 lramos0/fallacy-detector

Multi-classifier for detecting logical fallacies in text or speech. Includes...

25
Experimental
42 vinod-polinati/VerifEye

This project contains pythohn scripts that help in identifying fakenews ....

24
Experimental
43 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

24
Experimental
44 j-dags/InfauxWars

A fake news detection web app. Built in react, deployed on Heroku. Python...

24
Experimental
45 mksochota16/fakeChecker

FakeChecker is a part of my Engineering thesis project on Warsaw University...

24
Experimental
46 dhishan9/verif-ai

An AI-powered misinformation detector using NLP and Passive-Aggressive Classification

24
Experimental
47 AnirudhBagalkotker/fake_news_detection

React App with a Deep Learning Model capable of classifying news articles as...

24
Experimental
48 yashpandey474/Identification-of-fake-reviews

Fake review detection using machine learning and deep learning techniques...

24
Experimental
49 NawafAl-Ageel/Misfah

Misfah is an AI-Powered Web extension that filters tweets and posts...

24
Experimental
50 cgao-comp/C3N

The code of the paper "Improving Multimodal Fake News Detection by...

24
Experimental
51 JayKumarr/Fake-Review-Detection

Exploiting Behavioral Features to Detect Fake Reviews by Means of Contextual Features

23
Experimental
52 oraccc/Improving-Rumor-Detection-with-User-Comments

Source Code for TrustCom2022 Accepted Paper " 'Comments Matter and The More...

22
Experimental
53 valorious04/fake-news-detection

AI-powered Fake News Detection System using NLP and SVM (~96% accuracy) with...

22
Experimental
54 AyushSingh360/Misinformation-Detection

AI-powered fake news detection system using advanced NLP, fact verification,...

22
Experimental
55 Viraj522006/veritas-ai-detector-system

AI-powered fake review detection using fine-tuned BERT · 96.65% accuracy ·...

22
Experimental
56 VarshVishwakarma/fake-news-detector

An AI-powered Fake News Detector that helps students identify...

22
Experimental
57 mohd-faizy/12P_Fake_News_Detection_with_Machine_Learning

In this project, we will train a Bidirectional Neural Network and LSTM based...

22
Experimental
58 jjara23/Cleaned-and-Combined-Job-Postings-Dataset-2015

📊 Analyze and detect fake job postings with this cleaned and combined...

22
Experimental
59 Sik11/fake-news-classifier

ML pipeline to classify disaster-related tweets as real or fake using the...

22
Experimental
60 IssaItani-iri00/TrustRadar

A website that shows you providers true colors based on reports backed with...

21
Experimental
61 Ujjwal-eng/fake_news_detection

AI-powered fake news detector with 3-tier verification: Google Fact Check...

21
Experimental
62 kidKrishkode/CavernousHoaxScanner.github.io

Cavernous Hoax Scanner is a web-based platform that leverages JPEN stack...

21
Experimental
63 sergio11/fake_news_classifier

📰 Fighting Fake News with machine learning! 🤖 Using source-based...

21
Experimental
64 shuvomdhar/Fake-News-Detection-verification-Tool

TruthGuard is an intelligent fake news detection system developed as part of...

21
Experimental
65 alwaysvivek/fake-news-detector

A Streamlit app for classifying news as Real or Fake using ML models, with...

21
Experimental
66 LLFELIPEVV/sistema-fake-news-ia

Sistema autónomo para la detección de noticias falsas en español usando...

21
Experimental
67 Rahul-2k4/Fake_news_Detection

End-to-end ML pipeline for classifying misinformation with 95% accuracy...

21
Experimental
68 hasbisevinc/ClickBait-Detector

This repository represent an AI method to classify an article as clickbait...

20
Experimental
69 EduardoCavValenca/Automatic-Detection-of-Fake-News-in-Portuguese

Models for automatic detection of fake news in Portuguese

20
Experimental
70 acetinkaya/Fake-News-Detection-via-Deep-Learning-TF-IDF

Analysis of whether news on the Internet is real or fake by using deep...

20
Experimental
71 muqadasejaz/Fake-News-Detection

This project aims to detect and classify news articles as Fake or Real using...

20
Experimental
72 Vatshayan/Full-Stack-Fake-News-Detection

Full Stack Fake News Detection using machine learning with code and...

19
Experimental
73 docsallover/fake-news-detection

Fake News Detection Using NLP

19
Experimental
74 mytechnotalent/Fake-News-Binary-Classifier

Fake News Exploratory Data Analysis & Machine Learning Binary Classification Model

19
Experimental
75 d-coder111/FNDetectoApp

FNDetectoApp

19
Experimental
76 samadpls/yt-clickbait-detector

A web application which suggests user non-clickbait video on YouTube s. Easy to use.

19
Experimental
77 Dmarky9873/A-Minimal-Approach-to-Fake-News-Detection

Research on the spread of online media on X (formerly Twitter). Can we...

17
Experimental
78 vidugupta/FalsyNews

Fake News Detection using Machine Learning

17
Experimental
79 parthahuja33/ml-review-authenticity-detector

ML-powered FastAPI system for detecting fake product reviews with sentiment analysis

17
Experimental
80 willow788/fake-news-detector

A lightweight fake news detection app using TF-IDF and Logistic Regression,...

17
Experimental
81 bhagavan444/News-detector

An NLP-based machine learning system designed to detect misinformation in...

16
Experimental
82 imkoushal/fake-news-detector-ai

AI-powered fake news detection system using FastAPI and machine learning pipeline

15
Experimental
83 Dhanush-1213/fake-news-detector-react-flask

AI-powered Fake News Detection Web Application using TF-IDF and Logistic...

15
Experimental
84 yachiashen/DeFake-ZH

Chinese Fake News Detection based on MacBERT

15
Experimental
85 Elteclass/Fake-Radar

Plataforma web y extensión de Chrome impulsada por Inteligencia Artificial y...

15
Experimental
86 vennelat1/fake-news-detector-ui

A web-based Fake News Detection UI that allows users to input news text and...

15
Experimental
87 jeevapriyan10/TrinetraAI--MisinfoDetector

Trinetra AI is a creative solution brought to the market that produces...

14
Experimental
88 namanagarwal17/thumbnail-truth-score

AI-powered system to detect misleading YouTube thumbnails using OCR and...

14
Experimental
89 louisecalix/fake-news-detector

AI-powered fake news detector with FastAPI, web demo, and optional...

14
Experimental
90 Lipranj14/Fake-Review-Detection

An end-to-end machine learning pipeline classifying fraudulent Amazon...

14
Experimental
91 Srishtidh33/fake-news-detector

Fake News Detection using Machine Learning and NLP with a deployed Streamlit web app

14
Experimental
92 sunilverma0/Fake-News-Detection

AI-powered Fake News Detection system using NLP & Machine Learning (TF-IDF +...

14
Experimental
93 Harpinder1605/truthlens-api

A full-stack AI browser extension powered by a Python backend and...

14
Experimental
94 adeloaleman/fake-news-detector

Supervised machine learning for fake news detection

14
Experimental
95 AARTHI-unique/Fake-Product-Review-Detection-System

Flask-based Machine Learning system to detect fake Amazon product reviews...

14
Experimental
96 ayomideajadi12-hub/fake-news-detector

AI-powered fake news detector for Nigerian headlines

14
Experimental
97 y0hannes/fake-news-detection

End-to-end Fake News Detection system built with a Feedforward Neural...

14
Experimental
98 meezan-cloud/Fake-News-Detection

Fake News Detection Web App using Machine Learning & NLP (TF-IDF +...

14
Experimental
99 SK7Cosmo/fake-news-classifier

Detecting fake news using both traditional (Naive Bayes) and deep learning...

14
Experimental
100 sjapanjots/fake_news_prediction_ml

This project helps to make prediction of fake news by developing a machine...

14
Experimental
101 joshchang0111/EMNLP2023-RumorDAS

Original PyTorch Implementation for the EMNLP 2023 Paper "Beyond Detection:...

14
Experimental
102 Lesio22/Optimizing-Binary-Classification-Problem

🔍 Optimize fake news detection using binary classification with a focus on...

14
Experimental
103 henil-modi/fake-news-detection

Machine learning NLP project that detects fake news using TF-IDF and...

14
Experimental
104 Rohitash-AI/fake-news-detector

Fake News Detector — ML web app with 98.66% accuracy using NLP, TF-IDF &...

14
Experimental
105 sucharitha1812/fake-news-detection-ml

Machine learning NLP project for fake news detection using TF-IDF feature...

14
Experimental
106 Rishikahj/fake-profile-detection

ML-powered web app that detects fake social media profiles using Random...

14
Experimental
107 ankit-xo/FakeNewsDetection

Fake News Detection Web App using AI & Machine Learning (Text + Image Analysis)

14
Experimental
108 AyaanAKhan/lie-detector

A deception conflict detector using hesitation + cursor behavior. No text....

14
Experimental
109 not-shivansh/fake-news-detection

An AI-powered web application that detects fake news using machine learning....

14
Experimental
110 berry2012/fake-news-video-detector

A ML model to detect misinformation in fake news video format.

13
Experimental
111 Rigen-Manandhar/TruthLens-Fake-News-Detection

An AI-powered Fake News Detection website built with Next.js and machine...

13
Experimental
112 hasINI-123-006/Fake-News-Detection-using-Machine-Learning

Fake news detection using TF-IDF and ML models (Logistic Regression, Naive...

13
Experimental
113 Samuel-Ayazo/fake-news-detection-using-dvc-and-mlflow

📰 Detect fake news efficiently with a robust MLOps pipeline using DVC for...

13
Experimental
114 berry2012/Misinformation-Detection

Real-Time Detection and Mitigation of Media Misinformation Using NLP and...

13
Experimental
115 ericshantos/fakeCheck_API

API that analyzes news content and verifies its veracity using AI.

13
Experimental
116 iamproms/FakeOrRealNewsDetector

An AI-powered application for detecting fake news using machine learning....

13
Experimental
117 i-amritpal/Feature-based-fake-review-detection

This project related to one of my B.Tech final year project that...

13
Experimental
118 devwithmohit/Fake-News-Detector-devops

A modern web app that analyzes news headlines or articles and predicts...

13
Experimental
119 Pragyan2004/TruthGuard-2025

A machine-learning–powered Fake News Detection Web Application built using...

13
Experimental
120 SavanK/FakeNewsChallenge

Combating fake news problem

12
Experimental
121 Vatshayan/Fake-Review-Detection-Using-Machine-Learning

Fake Review Detection System Using Machine Learning with source code and...

12
Experimental
122 Santhosh302002/fake-news-detection

Bert-tuning algorithm to find fake news

12
Experimental
123 shaurya-shankar/Fake-News-Detector

Machine Learning project for Fake News Detection using Logistic Regression

12
Experimental
124 imharshag/Fake-news-Detection-using-ML

This project aims to tackle this problem by developing a system that can...

12
Experimental
125 Md-Musfikur-Rahman/fakeMedicineDetection

A BC and ML based system to identify fake drugs.

12
Experimental
126 sanjayrohith/Veritas-Tribune

Separating Fact from Fiction Since the Digital Age

12
Experimental
127 TeamLense/lense

A Chrome extension that filters inappropriate content

11
Experimental
128 fatwaabdusyukur/defil

This GitHub repository contains a Chrome extension project designed to...

11
Experimental
129 Akhil1409906/Enhancing-Fake-News-Detection-with-Fuzzy-Deep-Learning-and-LSTM-Models

This research introduces a fuzzy deep learning approach using LSTM models to...

11
Experimental
130 AndyTheFactory/FakeNewsDataset

a consolidated and cleaned up fake news dataset classified in the following...

11
Experimental
131 hhumayune/Fake-News-Detector

Fake News Detection using a LSTM based Deep Learning Approach.

11
Experimental
132 sarashahin/Multimodal-Fake-News-Detection

Fake News Detection and Classification with Multimodal Learning

11
Experimental
133 Vineethpaul09/Fake-twitter-account-Detection-Machine-Learning-and-Deep-Learning-Accuracy-Datasetss

Datasets for Twitter Accounts Genuine and fake user detection using ML and...

11
Experimental
134 xin-wang-kr/Fake-News-Detection-app

A web application to detect fake news headlines based on CNN model with...

11
Experimental
135 mondalbidisha/Fake-News-Analyser-Predictor

A machine learning model that can accurately identify and categorize news...

11
Experimental
136 Nianca-Chetty103/Fake-News-Classifier

finding stories to verify how true the news on the network is -in development

11
Experimental
137 sai-kumar-dev/crowd-verified-news-detection

Research-driven machine learning system for fake news detection and...

11
Experimental
138 arsenicoveleno/verissimo

Verissimo: a supervised ML pipeline for detecting fake gossip news....

11
Experimental
139 deepthikds2006/Fake-News-Detection

Fake news classification system built using Python, NLP preprocessing,...

11
Experimental
140 AsfandAliMemon25/Fake-News-Detection

This Project aims to develop Machine-Learning model to identify the news as...

11
Experimental
141 munas-git/Fake-news-detection

A fake/real news detection system using Sklearn, Django, JavaScript, HTML & CSS

10
Experimental
142 Ronak1414/Advance_fake_news_detection

This is a machine learning model which will detect if a news is true or false.

10
Experimental
143 HasiniPadakandla/Fake-News-Detector

Fake News Detector is an innovative web application designed specifically...

10
Experimental
144 mart-anthony-stark/Filipino-Fake-News-Detector-Chrome-Extension

Predicts the probability of selected filipino news article if it is real or fake

10
Experimental
145 Sal7one/Twitter-Ai-Spam-Filter

A chrome extension that hides spam in tags using the (ML model results)

10
Experimental
146 We4TechAI/Fake-Dataset-Creator

This project is a web application built with Streamlit to generate fake...

10
Experimental