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CSET:人工智能和虚假信息运动的未来-Part 1(英文版)(51页).pdf

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1、 December 2021 AI and the Future of Disinformation Campaigns Part 1:The RICHDATA Framework CSET Policy Brief AUTHORS Katerina Sedova Christine McNeill Aurora Johnson Aditi Joshi Ido Wulkan Center for Security and Emerging Technology|1 Executive Summary The age of information has brought with it the

2、age of disinformation.Powered by the speed and data volume of the internet,disinformation has emerged as an insidious instrument of geopolitical power competition and domestic political warfare.It is used by both state and non-state actors to shape global public opinion,sow chaos,and chip away at tr

3、ust.Artificial intelligence(AI),specifically machine learning(ML),is poised to amplify disinformation campaignsinfluence operations that involve covert efforts to intentionally spread false or misleading information.1 In this series,we examine how these technologies could be used to spread disinform

4、ation.Part 1 considers disinformation campaigns and the set of stages or building blocks used by human operators.In many ways they resemble a digital marketing campaign,one with malicious intent to disrupt and deceive.We offer a framework,RICHDATA,to describe the stages of disinformation campaigns a

5、nd commonly used techniques.Part 2 of the series examines how AI/ML technologies may shape future disinformation campaigns.We break disinformation campaigns into multiple stages.Through reconnaissance,operators surveil the environment and understand the audience that they are trying to manipulate.Th

6、ey require infrastructuremessengers,believable personas,social media accounts,and groupsto carry their narratives.A ceaseless flow of content,from posts and long-reads to photos,memes,and videos,is a must to ensure their messages seed,root,and grow.Once deployed into the stream of the internet,these

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本文主要讨论了虚假信息(disinformation)的框架和运作方式。文章首先介绍了虚假信息在现代社交媒体平台中的广泛应用,以及人工智能(AI)如何可能加剧这一问题。然后,文章提出了一个名为RICHDATA的框架,用于描述虚假信息活动中的各个阶段和常用技术。 RICHDATA框架包括以下几个阶段: 1. 侦察(Reconnaissance):了解目标受众,包括他们的文化背景、历史纠纷和信息环境。 2. 基础设施(Infrastructure):建立数字化的假身份、自动化工具、传播渠道和虚假内容网站。 3. 内容创作与劫持(Content Creation and Hijacking):创造和劫持内容,包括文章、视频、图片和模因。 4. 部署(Deployment):将内容发布到目标受众所在的平台和社区。 5. 放大(Amplification):通过自动化账户、超级传播者和平台算法来扩大信息传播。 6. 巡逻(Troll Patrol):通过人工操作来控制讨论和传播信息。 7. 实际化(Actualization):动员不知情的参与者,可能包括抗议和集会。 文章还提供了多个案例研究,以说明这些技术和策略的应用。总的来说,虚假信息活动是一个复杂的过程,涉及多个阶段和多种技术,旨在操纵公众舆论和破坏社会信任。
虚假信息如何影响社会? 人工智能如何加剧虚假信息传播? 我们如何应对虚假信息?
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