Updated Jan 25, 2022 Python san089 / Big_Data_Project Star 19 Code Issues Pull requests Fake News Detection - Feature Extraction using Vectorization such as Count Vectorizer, TFIDF Vectorizer, Hash Vectorizer
Updated May 4, 2025 Python Ayush-2005547 / Classifying-Fake-News-using-Tree-Based-Models Star 0 Code Issues Pull requests Implements tree-based algorithms to detect and classify fake news articles. nlp machine-learning random-forest decison-trees fake-news-detection Updated May 1, 2025 Ju...
Section three describes the dark side of fake news and malicious campaigns in recent times and their impact. Section four describes the research methodology and steps for sentiment analysis and machine learning for detection. Section five presents the research performed using the dataset along with ...
Zhou, X., Wu, J., Zafarani, R.: Safe: Similarity-aware multi-modal fake news detection. arXiv preprint arXiv:2003.04981 (2020) Zhou, Z., Guan, H., Bhat, M.M., Hsu, J.: Fake news detection via NLP is vulnerable to adversarial attacks. In: Proceedings of the 11th International Co...
Journal of Intelligent Information Systems (2022) 59:237–261 https://doi.org/10.1007/s10844-021-00646-9 A comprehensive Benchmark for fake news detection Antonio Galli1 · Elio Masciari1 · Vincenzo Moscato1 · Giancarlo Sperl´ı1 Received: 17 January 2021 / Revised: 12 May 2021 / ...
The link to the model’s front end can be found [here](https://github.com/shayaf84/Fake-News-Detection/blob/master/app.py) and the link to the back end can be found here. You can host this model locally through Google Colab and ngrok. The interface will look like this: Image by ...
This repository contains code for a Fake News Detection project utilizing Machine Learning and NLP techniques in Python. It includes data preprocessing, TF-IDF vectorization, and a PassiveAggressive Classifier. Ethical AI practices are prioritized. Contributions welcome to enhance the accuracy and ethical...
nlp machine-learning natural-language-processing fake-news fake-news-challenge Updated Apr 3, 2022 Python N2ITN / are-you-fake-news Star 110 Code Issues Pull requests Bias detection in the news. Back and front end for areyoufakenews.com lambda tensorflow keras media journalism fake-new...
Rao, 3han: a deep neural network for fake news detection. In: International Con- ference on Neural Information Processing, pp. 572–581. Springer (2017) 37. H. Ahmed, T. Traore, S. Saad, Detection of online fake news using n-gram analysis and machine learn- ing techniques. In: ...
(machine learning) that allows a machine to be fed with raw data and automatically find the representations necessary for the detection or classification of a certain pattern [50]. ANNs are models that “teach” the machine certain patterns. The model is based on biological neural networks, and...