使用可扩展的区块链分布式网络追踪假新闻的来源

A. Dwivedi, Rajani Singh, Sakshi Dhall, Gautam Srivastava, S. Pal
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引用次数: 21

摘要

在新闻行业以及社交媒体中,假新闻的检测和新闻来源的识别已经成为讨论的中心话题。在数字化时代,任何人都可以轻松地生成或操纵数字内容,并在社交媒体网站上发布。一方面,这些社交网络平台为现代交流提供了充足的便利,但另一方面,使用这些平台也给现实世界的实施带来了新的挑战,比如恶意传播虚假/虚假信息。本文提出了一种基于朴素区块链和水印的社交媒体框架来控制假新闻的传播。我们假设了一个新的区块链模型来缓解这一领域的现有挑战。此外,这种新颖的解决方案可以通过追踪社交媒体上假新闻的根源或来源,帮助减少假新闻的传播。通过我们的实验结果,我们证明了我们基于区块链的解决方案能够通过bloXroute服务器立即传输数据,该服务器的数据传播速度比传统解决方案快100倍。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Tracing the Source of Fake News using a Scalable Blockchain Distributed Network
In the news industry, as well as in social media, fake news detection and identification of news sources has become a central topic of discussion. In the era of digitization, anyone can easily generate or manipulate digital content and publish them on social media websites. On the one hand, these social networking platforms provide ample ease in modern-day communication but on the other hand, using such platforms has posed new challenges to real-world implementation like viral spreading of false/fake information with malicious intentions. In this paper, a naive blockchain and watermarking based social media framework is proposed to control the fake news propagation. We postulate a new blockchain model to mitigate existing challenges in this field. Moreover, the novel solution can help in reducing the spread of fake news by tracing the root or origin of the fake news on social media. Through our experimental results, we show that our blockchain-based solution is able to immediately stream data through a bloXroute server that can propagate data up to 100 times faster than conventional solutions.
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