社会工程中的认知实证研究:系统文献综述

IF 4.8 2区 计算机科学 Q1 COMPUTER SCIENCE, CYBERNETICS ACM Transactions on Computer-Human Interaction Pub Date : 2023-11-30 DOI:10.1145/3635149
Pavlo Burda, Luca Allodi, Nicola Zannone
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引用次数: 0

摘要

社会工程(SE)领域的跨学科性为实证SE研究的发展和进步带来了至关重要的挑战,使得确定可以通过实证解决的开放研究问题的空间变得特别困难。这个空间包含了攻击条件、使用的实验方法以及与潜在认知方面的相互作用的问题。因此,在现有的实证认知认知研究的广度上,以及在其与实际认知过程的映射上,它的目标是测量,很多潜力都没有得到开发。在这项工作中,我们对169篇文章进行了系统回顾,研究了实证SE研究领域的735个假设,重点从攻击者和目标的角度研究了实验特征和核心认知特征。我们的研究表明,实验只能部分重现真实的攻击,并且可利用的SE攻击面似乎比当前研究机构提供的覆盖范围大得多。在实验设计中,目标环境和认知过程等因素往往被忽略或没有明确考虑。同样,不同的借口和不同的目标水平的影响总体上被边缘化的调查。我们对当前SE研究动态的发现提供了对方法缺陷的见解,并有助于确定可以开辟有希望的未来研究方向的补充技术。
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Cognition in Social Engineering Empirical Research: a Systematic Literature Review

The interdisciplinarity of the Social Engineering (SE) domain creates crucial challenges for the development and advancement of empirical SE research, making it particularly difficult to identify the space of open research questions that can be addressed empirically. This space encompasses questions on attack conditions, employed experimental methods, and interactions with underlying cognitive aspects. As a consequence, much potential in the breadth of existing empirical SE research and in its mapping to the actual cognitive processes it aims to measure is left untapped. In this work, we carry out a systematic review of 169 articles investigating overall 735 hypotheses in the field of empirical SE research, focusing on experimental characteristics and core cognitive features from both attacker and target perspectives. Our study reveals that experiments only partially reproduce real attacks and that the exploitable SE attack surface appears much larger than the coverage provided by the current body of research. Factors such as targets’ context and cognitive processes are often ignored or not explicitly considered in experimental designs. Similarly, the effects of different pretexts and varied targetization levels are overall marginally investigated. Our findings on current SE research dynamics provide insights into methodological shortcomings and help identify supplementary techniques that can open promising future research directions.

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来源期刊
ACM Transactions on Computer-Human Interaction
ACM Transactions on Computer-Human Interaction 工程技术-计算机:控制论
CiteScore
8.50
自引率
5.40%
发文量
94
审稿时长
>12 weeks
期刊介绍: This ACM Transaction seeks to be the premier archival journal in the multidisciplinary field of human-computer interaction. Since its first issue in March 1994, it has presented work of the highest scientific quality that contributes to the practice in the present and future. The primary emphasis is on results of broad application, but the journal considers original work focused on specific domains, on special requirements, on ethical issues -- the full range of design, development, and use of interactive systems.
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