GitHub topics: fakenewsdetection

Repositories

lucas-twygz/TCC-Truth-Chrome-Checker

Projeto de TCC para graduação em bacharelado de Ciência da Computação de uma extensão para navegadores Chromium que permite aos usuários analisar a veracidade de uma notícia com um clique.

Language: JavaScript - Size: 7.45 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 2 - Forks: 0

haykalaul/fakenews-classification-llm

Real nih — Fake News Detection Landing Page (AI-powered) Proyek ini adalah aplikasi web Next.js untuk mendeteksi berita palsu (fake news) menggunakan model AI. Aplikasi menyediakan antarmuka untuk memeriksa teks, dokumentasi integrasi API, dan utilitas untuk pengembang.

Language: TypeScript - Size: 442 KB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 0 - Forks: 0

sandeeppaldotnet/FakeNewsDetection-MLNet-ASPNET

A .NET 8-based Fake News Detection system using ML.NET for training and ASP.NET Core Web API for real-time predictions. Input article text and get accurate classification (real or fake).

Language: C# - Size: 22.5 KB - Last synced at: 17 days ago - Pushed at: 17 days ago - Stars: 0 - Forks: 0

yusef77777/deepfakeDetection

DeepDeception: Django web app for deepfake detection using a fine-tuned Xception model (DFDC), with video upload, feedback storage, and Railway deployment. 🐙

Language: HTML - Size: 39.2 MB - Last synced at: 18 days ago - Pushed at: 18 days ago - Stars: 0 - Forks: 0

ju-resplande/pt_afc

This repository contains the official Python code and resources for the research paper: "Portuguese Automated Fact-checking: Information Retrieval with Claim extraction".

Language: Jupyter Notebook - Size: 2.61 MB - Last synced at: 19 days ago - Pushed at: 19 days ago - Stars: 1 - Forks: 0

Vatshayan/Fake-News-Detection-Project

Final Year Fake News Detection using Machine learning Project with Report, PPT, Code, Research Paper, Documents and Video Explanation.

Language: Jupyter Notebook - Size: 51.8 KB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 163 - Forks: 17

Zubair-hussain/Fake-News-Detection-using-NLP

Built a fake news classification system using NLP and ML on a Kaggle dataset of 40,000+ articles. Preprocessed text, applied TF-IDF, and trained Naive Bayes, Logistic Regression, and Linear SVM. Achieved 99.3% accuracy with Linear SVM. Includes evaluation and visualizations.

Language: Jupyter Notebook - Size: 686 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

safe-graph/GNN-FakeNews

A collection of GNN-based fake news detection models.

Language: Python - Size: 10.3 MB - Last synced at: about 2 months ago - Pushed at: over 3 years ago - Stars: 502 - Forks: 90

kowshik14/FakeNewsDetection-TweetGuard

TweetGuard combines Transformer and Bi-LSTM architectures to detect fake news on Twitter. Using the 'TruthSeeker' dataset and BERTweet tokenization, it outperforms traditional models, setting a new standard for detecting misinformation across multiple datasets.

Language: Jupyter Notebook - Size: 11.3 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 1 - Forks: 0

liyachittilappilly/FakeorRealPrediction

Machine Learning model that detects fake news using NLP and Linear SVM. Built with Python, Scikit-learn, and TF-IDF on a real-world news dataset. Achieves 93%+ accuracy.

Language: Jupyter Notebook - Size: 255 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

GZ30eee/NewsGuard

A comprehensive application for detecting fake news using machine learning.

Language: Python - Size: 226 KB - Last synced at: 2 months ago - Pushed at: 4 months ago - Stars: 1 - Forks: 0

SushwanthReddy/Fake-News-Detection-using-Machine-Learning

Fake News Detection using Machine Learning Algorithms

Language: Jupyter Notebook - Size: 41.5 MB - Last synced at: 3 months ago - Pushed at: over 4 years ago - Stars: 31 - Forks: 11

Kylejeffrey909/ITCS

Final Project

Language: Jupyter Notebook - Size: 4.96 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 1

xuejianhuang/SGKE

Multi-Modal Rumor Detection with Scene Graph Attention Networks Integrating External Knowledge and Evidence

Language: HTML - Size: 28 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 13 - Forks: 3

kapilsinghnegi/Fake-News-Detection

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

Language: Jupyter Notebook - Size: 42.9 MB - Last synced at: 4 months ago - Pushed at: 6 months ago - Stars: 65 - Forks: 42

R-o-n-a-k/FND

An Passive Aggressive & Naive Bayes ML based model connected with Ui built on Python Flask for detecting news as fake or real.

Language: CSS - Size: 22.8 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

isrgra/fake-news-model

El presente modelo, se genera a partir de dos bases de datos, la primera denominada 'fake' y la segunda 'real'. La recolección de información, se hizo a partir de las noticias al rededor del entonces candidato Donald Trump en la carrera por la presidencia de Estados Unidos en el año 2016.

Language: Jupyter Notebook - Size: 1.02 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

NotoriousArnav/Parmanu-Shakti-SIT-Hack-a-Verse

Team Parmanu Shakti's Approqach towards Fake News Detection for Digital Governance and Cybersecurity

Size: 1.25 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

san089/Big_Data_Project

Fake News Detection - Feature Extraction using Vectorization such as Count Vectorizer, TFIDF Vectorizer, Hash Vectorizer,. Then used an Ensemble model to classify whether the news is fake or not.

Language: Python - Size: 12.4 MB - Last synced at: 5 months ago - Pushed at: over 5 years ago - Stars: 19 - Forks: 12

DJDarkCyber/Fake-News-Detector

Fake News Detector Web Application

Language: Jupyter Notebook - Size: 13.4 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 43 - Forks: 4

Bhavik-Jikadara/fake-news-detections

This project is relevant to the media industry, news outlets, and social media platforms that are responsible for sharing news articles. Classifying news articles as real or fake can help these organizations improve their content moderation and reduce the spread of fake news.

Language: Python - Size: 45.9 KB - Last synced at: 3 months ago - Pushed at: over 1 year ago - Stars: 7 - Forks: 1

MonzerDev/Fake-News-Detection

A robust fake news detection system leveraging machine learning models (SVM and Random Forest) to identify political misinformation. Includes preprocessing, training, and evaluation scripts with datasets available for download.

Language: Jupyter Notebook - Size: 284 KB - Last synced at: 5 months ago - Pushed at: 7 months ago - Stars: 1 - Forks: 0

Projects-Developer/Fake-News-Detection-Using-Machine-Learning-Project

Live Fake news detection refers to the process of identifying and flagging false or misleading informion presented as news. Live Fake news detection using machine learning. Project Includes Project Includes Source Code, PPT, Synopsis, Report, Documents, Base Research Paper & Video tutorials

Size: 7.81 KB - Last synced at: 6 months ago - Pushed at: 8 months ago - Stars: 1 - Forks: 0

Projects-Developer/Full-Stack-Fake-News-Detection-Using-Machine-Learning

The Full Stack Fake News Detection Using Machine Learning project aims to develop a comprehensive solution for detecting fake news articles using machine learning algorithms. Project Includes Source Code, PPT, Synopsis, Report, Documents, Base Research Paper & Video tutorials

Size: 5.86 KB - Last synced at: 3 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

Projects-Developer/Biased-Unbiased-News-Detection-Project

This project aims to develop a system that can automatically detect biased and unbiased news articles. Project Includes Source Code, PPT, Synopsis, Report, Documents, Base Research Paper & Video tutorials

Size: 5.86 KB - Last synced at: 6 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

Projects-Developer/Fake-News-Detection-Using-Machine-Learning-Deep-Learning

This project aims to develop a robust fake news detection system using machine learning and deep learning techniques. Project Includes Source Code, PPT, Synopsis, Report, Documents, Base Research Paper & Video tutorials

Size: 7.81 KB - Last synced at: 6 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

xuejianhuang/MST

Multiview Spatio-Temporal Learning with Dual Dynamic Graph Convolutional Networks for Rumor Detection

Language: Python - Size: 46.7 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 6 - Forks: 3

docsallover/fake-news-detection

Fake News Detection Using NLP

Language: Jupyter Notebook - Size: 41.2 MB - Last synced at: 5 months ago - Pushed at: 8 months ago - Stars: 1 - Forks: 0

lordwarlock5001/Fake_news_detection

Fake news detection with GUI

Language: Python - Size: 22.3 MB - Last synced at: 8 months ago - Pushed at: almost 5 years ago - Stars: 3 - Forks: 1

VrajPatel105/Fake-News-Prediction-Project

"Logistic regression-based model for predicting fake news, developed in a Google Colab notebook. It includes data preprocessing, model training, evaluation, and performance visualization using a labeled dataset of real and fake news articles."

Language: Jupyter Notebook - Size: 25.4 KB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

arindal1/Fake-News-Detector

A Fake News Prediction System using Machine Learning with Python.

Language: Jupyter Notebook - Size: 453 KB - Last synced at: 3 months ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 0

Hash-It-Out/Fake-News-Suspector

ML based fake news detector.

Language: Python - Size: 16.6 MB - Last synced at: 3 months ago - Pushed at: almost 6 years ago - Stars: 1 - Forks: 3

DataScienceVibes/CodeClause-Internship-Projects

Codeclause Internship Projects

Language: Jupyter Notebook - Size: 5.41 MB - Last synced at: 8 months ago - Pushed at: over 1 year ago - Stars: 4 - Forks: 0

BhadraNivedita/Fake-news-detection-in-Bidirectional-LSTM

Language: Jupyter Notebook - Size: 6.79 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

marcieltorres/antifakenews

AntiFa (Anti FakeNews) é um projeto dedicado a analisar e quantificar a porcentagem de notícias falsas (fake news) disseminadas por políticos e personalidades brasileiras em suas redes sociais.

Language: Python - Size: 47.9 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

enricollen/DeepfakeDetection

DeepFakeNews Dataset for multimodal deepfake detection

Language: Jupyter Notebook - Size: 21 GB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

EmanTahir2002/Fake-news-Detection-using-ML

I have used ml to detect fake news and integrated it with a basic front end

Language: Python - Size: 11.1 MB - Last synced at: 6 months ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

Karan-Malik/FakeNewsDetection

Using Machine Learning and NLP to segregate the unreliable and reliable news articles

Language: Python - Size: 35.8 MB - Last synced at: 6 months ago - Pushed at: about 5 years ago - Stars: 1 - Forks: 0

prachet283/ML-Project-4-Fake-News-Prediction

A machine learning-based project designed to detect and classify fake news articles.

Language: Jupyter Notebook - Size: 5.34 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

lucaspal/sentimentext-backend

Detect fake news. Performs sentiment analysis on text.

Language: Python - Size: 60.5 KB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

SmridhVarma/Fake-News-Detection

This repository houses a Streamlit web application for fake news detection. The app allows users to input a news article and predicts whether it is likely fake or real based on its content. It provides options to select different vectorizers (TF-IDF or Bag of Words) and classifiers (Linear SVM or Naive Bayes) to customize the prediction model.

Language: Jupyter Notebook - Size: 16.8 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

leinac/fakenewsdetectionmodel

Fake News Detection using Machine Learning : Our project focuses on building a Fake News Detection system using machine learning. In today's digital age, the spread of fake news undermines media credibility and public trust. Our system aims to distinguish between reliable news sources and misinformation, empowering users to make informed decisions

Language: Jupyter Notebook - Size: 19.5 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

dimspith/fn-api

The FakeNews API, responsible for distributing the fake news blacklist

Language: Elixir - Size: 11.2 MB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 2 - Forks: 1

subhan97ahmed/fake-news-frontend Fork of MuhammadAnas190/fake-news-frontend

Ever thought about how we can find the fake articles/news that does get spread in the world of the internet very easily. Now thanks to AI we can easily find the fake news and tell you which one is the true article.

Language: JavaScript - Size: 1.45 MB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0

vatsalcode/Fake-News-Detection-Using-Machine-Learing

Fake News Detection in Python using Machine Learning

Language: Python - Size: 15.7 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 11 - Forks: 9

CheckFake/api 📦

API for the browser extension. The API computes scores and stores result in a DB

Language: Python - Size: 198 KB - Last synced at: over 1 year ago - Pushed at: over 6 years ago - Stars: 4 - Forks: 0

CheckFake/browser 📦

Displays a confidence score about an article that has been submitted to the extension.

Language: Vue - Size: 320 KB - Last synced at: over 1 year ago - Pushed at: over 6 years ago - Stars: 2 - Forks: 0

cyberpunkOS/CyberPunkOS

CyberPunkOS is a virtual machine that incorporates several tools for Open Source Intelligence (OSINT) to dismantle Fake News

Language: Python - Size: 12.8 MB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 67 - Forks: 9

orfon/gen-medialiteracy-toolkit-paris 📦

Hackathon prototype for the GEN Media Literacy Toolkit for Newsrooms.

Language: JavaScript - Size: 112 KB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 2 - Forks: 0

Ahren09/FinerFact

PyTorch implementation for the FinerFact model in the AAAI 2022 paper Towards Fine-Grained Reasoning for Fake News Detection

Language: Python - Size: 46.9 KB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 28 - Forks: 5

isspek/FakeNewsDetectionFramework

This repository is a research prototype for early detecting fake news shared in social media when evidence or metadata is not present.

Language: Python - Size: 1.74 MB - Last synced at: 26 days ago - Pushed at: over 4 years ago - Stars: 3 - Forks: 1

Jay-Suthar/FAKE_NEWS_DETECTION_USING_CNN_LSTM_BILSTM_BERT_ROBERTA

A comparative study for fake news detection using deep learning techniques.

Language: Jupyter Notebook - Size: 5.18 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 1

DataScienceVibes/Fake-News-Detection

Detecting fake news is a challenging task that involves using various natural language processing (NLP) and machine learning techniques

Language: Jupyter Notebook - Size: 351 KB - Last synced at: 8 months ago - Pushed at: almost 3 years ago - Stars: 5 - Forks: 0

Dedepya/Fake-Reviews-Detection

Fake News Detection using SGD Classifier

Language: Jupyter Notebook - Size: 11.1 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

Abhaykumar04/Fake_News_Classifier_using_Natural_Language_Processing

Embark on a journey to develop a Fake News Classifier using NLP techniques. This README outlines the key steps involved in building and implementing the classifier.

Language: Jupyter Notebook - Size: 5.3 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

Flajt/Veritas

A python library for fact checking of Fake News with the help of the semantic web

Language: Python - Size: 104 KB - Last synced at: 20 days ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0

Virgo-Alpha/Fake_News_Detection

FakeNews Detection Flask App

Language: Jupyter Notebook - Size: 13.4 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

Haseeeb21/Fake-News-Detection

Fake News Detection model trained using BERT (Bidirectional Encoder Representations from Transformers) and LSTM (Long Short-Term Memory). The saved model can be used to predict user input news.

Language: Jupyter Notebook - Size: 25.4 KB - Last synced at: about 2 months ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

less-and-less-bugs/RDCM

Formal implementation of Robust Domain Misinformation Detection via Multi-modal Feature Alignment

Language: Python - Size: 1.63 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

nguyenvo09/LearningFromFactCheckers

This is the repository of Pytorch code and dataset for paper "Learning from Fact-checkers: Analysis and Generation of Fact-checking Language", SIGIR 2019

Language: Python - Size: 16.6 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 8 - Forks: 2

amankalra172/Using-ML-to-detect-fake-news

Develop a machine learning model to identify when an article might be fake news.

Language: Jupyter Notebook - Size: 22.4 MB - Last synced at: almost 2 years ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0

nishitpatel01/Fake_News_Detection

Fake News Detection in Python

Language: Jupyter Notebook - Size: 12.6 MB - Last synced at: almost 2 years ago - Pushed at: about 2 years ago - Stars: 453 - Forks: 307

Shape-Of-AI-Bricks/Fake_News_Detection

Fake_News_Detection

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codemugger/BERT-Model-for-Fake-News-Classification-

Obtaining news online has become the new normal for many Singaporeans in the information age. The ease of discovering and sharing news with different news sources battling to control the narrative has led to a drastic increase in misinformation. Therefore we need to differentiate between real and fake news, and this project aims to design an application to prevent the spreading of fake news by employing the pre-trained BERT model to detect fake news.

Language: Jupyter Notebook - Size: 82.1 MB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

ruky69/Fake-News-Detection

Fake news detection using different types of classification ML models

Language: Jupyter Notebook - Size: 11.1 MB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0

dchatca/Fake-news-classification

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

Language: Jupyter Notebook - Size: 43.2 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

kanagalingamsm/FakeNewsClassification

Fake News Classification using Naive Bayes.

Language: Jupyter Notebook - Size: 1.79 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

mohamedezzeldeenhassanmohamed/NLP-Project

Compound NLP GUI project, First used many ML algorithmes (SVM,Logistic Regression...etc) for nlp tasks like "News Classification",seconedly used specialized NLP tools for task like "Text Summerization",Thirdly used Deep Learning for NLP task like"Machine Translation",fourthly web scraping and pre-trained models for task"Code Generation"

Language: Jupyter Notebook - Size: 34.2 KB - Last synced at: 5 months ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

luisosorio3214/Fake-News-Prediction-System

A web application for predicting fake news articles.

Language: Jupyter Notebook - Size: 21.6 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

vilasrhegde/fakeNewsDetection

A Logistic Regression machine learning model to detect fake news

Language: Jupyter Notebook - Size: 10.7 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 0

Wolkensteine/FakeNewsChecker

This is a small project of mine, which I dream of being able to warn the user about fake news on websites.

Language: JavaScript - Size: 306 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

zgb0537/Multimodal-Fake-News-Detection-with-Textual-Visual-and-Semantic-Information

Language: Python - Size: 31.3 KB - Last synced at: about 1 month ago - Pushed at: almost 5 years ago - Stars: 5 - Forks: 1

gautamop01/FAKE-NEWS-PREDICTION

News Authenticity Checker

Language: Jupyter Notebook - Size: 1.68 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

Abhradipta/Fake-News-Detection

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

Language: Jupyter Notebook - Size: 41.3 MB - Last synced at: over 2 years ago - Pushed at: almost 5 years ago - Stars: 8 - Forks: 7

SyedKhaldoon/Fake-News-Detector

News detection and prediction are two important aspects of news analytics. News detection involves identifying and categorizing news articles based on their topic, sentiment, source, and other relevant factors.News prediction involves forecasting future events based on the analysis of past news articles.

Language: Jupyter Notebook - Size: 22.9 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0