Fake News Detection in Social Media using Blockchain

被引:0
|
作者
Paul, Shovon [1 ]
Joy, Jubair Islam [1 ]
Sarker, Shaila [1 ]
Abdullah-Al-Haris Shakib [1 ]
Ahmed, Sharif [1 ]
Das, Amit Kumar [1 ]
机构
[1] East West Univ, Comp Sci & Engn, Dhaka, Bangladesh
关键词
Blockchain; Ethereum; BFS; Decentralized; Fake-news detection in social media; CLOUD;
D O I
暂无
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
Blockchain technology has opened the gate of creating decentralized applications, where security is a big concern. Here, any transaction ever held is recorded permanently. Over the years, some non-reputable sources have been publishing fake and attractive news stories. Due to the lack of any regulatory systems, this news cannot be verified. Hence, these unreliable sources can publish whatever they want, and even in some cases, it makes chaos in society. In recent times due to the ease in internet availability and social media, inappropriate news can spread more quickly than ever before. In some cases, fake news is more attractive than the real one. Thus, people become misguided. Using the advantages of Blockchain's peer-to-peer network concepts, we will discuss a way to detect fake news in social media.
引用
收藏
页码:250 / 254
页数:5
相关论文
共 50 条
  • [1] Fake News Detection Using Ethereum Blockchain
    Upadhyay, Akanksha
    Baranwal, Gaurav
    ADVANCED NETWORK TECHNOLOGIES AND INTELLIGENT COMPUTING, ANTIC 2021, 2022, 1534 : 142 - 152
  • [2] Social Media and Fake News Detection using Adversarial Collaboration
    DSouza, Karen M.
    French, Aaron M.
    PROCEEDINGS OF THE 55TH ANNUAL HAWAII INTERNATIONAL CONFERENCE ON SYSTEM SCIENCES, 2022, : 115 - 123
  • [3] Fake News Detection on Social Media Using Ensemble Methods
    Ilyas, Muhammad Ali
    Rehman, Abdul
    Abbas, Assad
    Kim, Dongsun
    Naseem, Muhammad Tahir
    Allah, Nasro Min
    CMC-COMPUTERS MATERIALS & CONTINUA, 2024, 81 (03): : 4525 - 4549
  • [4] FakeSpotter: A blockchain-based trustworthy idea for fake news detection in social media
    Kalra, Sakshi
    Bansal, Yash
    Sharma, Yashvardhan
    Chauhan, Gajendra Singh
    JOURNAL OF INFORMATION & OPTIMIZATION SCIENCES, 2023, 44 (03): : 515 - 527
  • [5] Feature analysis of fake news: improving fake news detection in social media
    Leung, Johnathan
    Vatsalan, Dinusha
    Arachchilage, Nalin
    Journal of Cyber Security Technology, 2023, 7 (04) : 224 - 241
  • [6] Towards Fake News Detection on Social Media
    Alghamdi, Jawaher
    Lin, Yuqing
    Luo, Suhuai
    2022 21ST IEEE INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND APPLICATIONS, ICMLA, 2022, : 148 - 153
  • [7] A Theoretical Framework to Build Trust and Prevent Fake News in Social Media Using Blockchain
    Jing, Tee Wee
    Murugesan, Raja Kumar
    RECENT TRENDS IN DATA SCIENCE AND SOFT COMPUTING, IRICT 2018, 2019, 843 : 955 - 962
  • [8] Amharic Fake News Detection on Social Media Using Feature Fusion
    Worku, Menbere Hailu
    Woldeyohannis, Michael Melese
    Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST, 2022, 411 LNICST : 468 - 479
  • [9] An Approach for Fake News Detection in Social Media Using Hybrid Classifier
    Kanagavalli, N.
    Baghavathi Priya, S.
    CYBERNETICS AND SYSTEMS, 2024, 55 (04) : 894 - 917
  • [10] Fake News Detection on Social Media: A Systematic Survey
    Elhadad, Mohamed K.
    Li, Kin Fun
    Gebali, Fayez
    2019 IEEE PACIFIC RIM CONFERENCE ON COMMUNICATIONS, COMPUTERS AND SIGNAL PROCESSING (PACRIM), 2019,