Automated Fake News Detection: Approaches, Challenges, and Future Directions

Automated Fake News Detection: Approaches, Challenges, and Future Directions

Registration ID: IJNRD_205468

Published ID: IJNRD2309192

DOI: Click Here to Get

Dr. Pankaj Malik , Madhur Bagdare , Kanika Mishra , Mahima Kabra , Kapil Shukla

Fake News, Incorrect News

The proliferation of fake news in today's digital age has led to significant challenges in information credibility and trustworthiness. This research paper delves into the realm of automated fake news detection, focusing on novel techniques and methodologies aimed at identifying and mitigating the spread of misinformation. Drawing from natural language processing, machine learning, and deep learning approaches, we present a comprehensive analysis of state-of-the-art methods for fake news detection. Through rigorous experimentation and evaluation, we highlight the strengths and limitations of these techniques, shedding light on their practical applicability and real-world impact. Additionally, we address critical challenges such as data scarcity, evolving adversarial tactics, and ethical considerations, underscoring the importance of responsible and transparent solutions. As a result, this paper contributes to the advancement of automated fake news detection while fostering a deeper understanding of its complexities, paving the way for more reliable and accurate information dissemination in the digital age.

Published Paper   E-Certificate

" Automated Fake News Detection: Approaches, Challenges, and Future Directions", IJNRD - INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT (www.IJNRD.org), ISSN:2456-4184, Vol.8, Issue 9, page no.b801-b812, September-2023, Available :https://ijnrd.org/papers/IJNRD2309192.pdf

Volume 8 Issue 9, September-2023

Pages : b801-b812

Paper Reg. ID: IJNRD_205468

Published Paper Id: IJNRD2309192

Downloads: 000121242

Research Area: Computer Engineering 

Country: Indore, Madhaya Pradesh, India

Published Paper PDF: https://ijnrd.org/papers/IJNRD2309192.pdf

Published Paper URL: https://ijnrd.org/viewpaperforall?paper=IJNRD2309192

Journal Name: INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT(IJNRD)

ISSN: 2456-4184 | IMPACT FACTOR: 8.76 Calculated By Google Scholar | ESTD YEAR: 2016

An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 8.76 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator

Publisher: IJNRD (IJ Publication) Janvi Wave

This work is licensed under a Creative Commons Attribution 4.0 International License and The Open Definition

Call For Paper - Volume 10 | Issue 8 | August 2025

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INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT (IJNRD) aims to explore advances in research pertaining to applied, theoretical and experimental Technological studies. The goal is to promote scientific information interchange between researchers, developers, engineers, students, and practitioners working in and around the world. IJNRD will provide an opportunity for practitioners and educators of engineering field to exchange research evidence, models of best practice and innovative ideas.

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