TrueNews-AI Powered Detection of Manipulated Text and Images
Abstract
The widespread use of digital media has amplified the challenge of distinguishing between authentic and false information. To tackle this issue, we developed True News, an advanced system designed to verify news authenticity using a combination of Optical Character Recognition (OCR), deep learning models based on BERT, and real-time news validation. Our approach involves extracting text from images via OCR, analyzing the extracted content using a pretrained BERT model, and cross-referencing the information with credible news sources through real-time APIs such as News API and Currents API. By employing a multi-layered verification process, our system effectively detects misinformation in both textual and image-based news.
Keywords:
Machine Learning, Deep Learning, Real-Time News Verification, News API, Misinformation Detection, Content Authenticity.
Published
Issue
Section
License
Copyright (c) 2025 International Journal on Emerging Research Areas
This work is licensed under a Creative Commons Attribution 4.0 International License.
All published work in this journal is licensed under the Creative Commons Attribution 4.0 International License (CC BY 4.0). This license permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
How to Cite
Similar Articles
- Honey Joseph, Mathew Jobey, Joyel Xavier, Jerin Xavier, Jaice George, TutorConnect: A Transparent and Localized Tutoring Platform , International Journal on Emerging Research Areas: Vol. 5 No. 1 (2025): IJERA
- Ankith Issac Dominic, Meera Johnson, Jaida Fathima, Alaina Benny, Amritha Soloman, PARK-EZE: An IoT based Smart Parking System using DLSTM Prediction , International Journal on Emerging Research Areas: Vol. 4 No. 1 (2024): IJERA
- Peter Cyriac, Binu B. R., An Integrated Approach to Campus Water Management: Leveraging Wireless Automation and Advanced Virtual Leakage Auditing , International Journal on Emerging Research Areas: Vol. 4 No. 1 (2024): IJERA
- Aneesh Varghese John, Aswathy Sadasivan, Augusto Varghese, Antony Jacob, Linsa Mathew, A Review of Online Donation Platforms , International Journal on Emerging Research Areas: Vol. 5 No. 1 (2025): IJERA
- Jibin Jacob, Joel John, John Ashwin Delmon, Farhan Zuhair, Sinciya P.O, LOCAL WANDERER , International Journal on Emerging Research Areas: Vol. 4 No. 1 (2024): IJERA
- Aadhi Lakshmi M R, Adithyan Suresh Kumar, Dan Mody Mathew, Evana Ann Benny, Resmipriya M G, HarvestHub: Enhancing Bidding Systems for Small-Scale Farmers , International Journal on Emerging Research Areas: Vol. 5 No. 1 (2025): IJERA
- Joyal Joby Joseph, Michael Abraham Philips, Noel J Abraham, Steffi Maria Saji, Shiney Thomas, A Review of Parkinson Disease Detection Techniques , International Journal on Emerging Research Areas: Vol. 4 No. 1 (2024): IJERA
- Parvathy S Kurup, Pranav P Nair, Sai Kishor, Aryan S Nair, Pranav P, Face Image Synthesis , International Journal on Emerging Research Areas: Vol. 4 No. 1 (2024): IJERA
- Jyothika Anil, Milan Joseph Mathew, Namitha S Mukkadan, Reshmi Raveendran, Rintu Jose, Driver Drowsiness Detection Using Smartphone Application , International Journal on Emerging Research Areas: Vol. 3 No. 1 (2023): IJERA
- V Naveen, S Rekha, A Concise Review On E-Commerce Website For Visually Impaired , International Journal on Emerging Research Areas: Vol. 3 No. 1 (2023): IJERA
You may also start an advanced similarity search for this article.