Tactics, Threats & Targets: Modeling Disinformation and its Mitigation

Muhammad Shujaat Mirza, Labeeba Begum, Liangyun Niu, Sarah Pardo, A. Abouzeid, Paolo Papotti, C. Pöpper
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引用次数: 5

Abstract

—Disinformation can be used to sway public opinion toward a certain political or economic direction, adversely impact public health, and mobilize groups to engage in violent disobedi- ence. A major challenge in mitigation is scarcity: disinformation is widespread but its mitigators are few. In this work, we interview fact-checkers, journalists, trust and safety specialists, researchers, and analysts who work in different organizations tackling problematic information across the world. From this interview study, we develop an understanding of the reality of combating disinformation across domains, and we use our findings to derive a cybersecurity-inspired framework to characterize the threat of disinformation. While related work has developed similar frameworks for conducting analyses and assessment, our work is distinct in providing the means to thoroughly consider the attacker side, their tactics and approaches. We demonstrate the applicability of our framework on several examples of recent disinformation campaigns.
策略、威胁与目标:虚假信息建模及其缓解
-虚假信息可用于将公众舆论推向某种政治或经济方向,对公众健康产生不利影响,并动员团体进行暴力不服从。缓解方面的一个主要挑战是缺乏:虚假信息普遍存在,但缓解虚假信息的人很少。在这项工作中,我们采访了事实核查员、记者、信任和安全专家、研究人员和分析师,他们在世界各地的不同组织工作,处理有问题的信息。从这次访谈研究中,我们了解了跨领域打击虚假信息的现实,并利用我们的研究结果得出了一个网络安全启发的框架,以表征虚假信息的威胁。虽然相关工作已经开发了类似的框架来进行分析和评估,但我们的工作在提供彻底考虑攻击者方面、他们的策略和方法方面是独特的。我们在最近的虚假宣传活动的几个例子中证明了我们的框架的适用性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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