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情绪会影响安全浏览吗?探寻针对网络安全通知的情感反应的脑电图标记。

Do emotions influence safe browsing? Toward an electroencephalography marker of affective responses to cybersecurity notifications.

作者信息

Conrad Colin D, Aziz Jasmine R, Henneberry Jonathon M, Newman Aaron J

机构信息

School of Information Management, Dalhousie University, Halifax, NS, Canada.

Department of Psychology and Neuroscience, Dalhousie University, Halifax, NS, Canada.

出版信息

Front Neurosci. 2022 Jul 14;16:922960. doi: 10.3389/fnins.2022.922960. eCollection 2022.

Abstract

Cybersecurity notifications play an important role in encouraging users to use computers safely. Emotional reactions to such notifications are known to positively influence users' adherence to these notifications, though it is challenging for researchers to identify and quantify users' emotional reactions. In this study, we explored electroencephalography (EEG) signals that were elicited by the presentation of various emotionally charged image stimuli provided by the International Affective Picture System (IAPS) and compared signals to those elicited by images of cybersecurity notifications and other computer-related stimuli. Participants provided behavioral assessments of valence and arousal elicited by the images which were used to cross-reference the results. We found that EEG amplitudes corresponding to the late positive potential (LPP) were elevated in reaction to images of cybersecurity notifications as well as IAPS images known to elicit strong positive and negative valence, when compared to neutral valence or other computer-related stimuli. These findings suggest that the LPP may account for emotional deliberation about cybersecurity notifications, which could be a useful measure when conducting future studies into the role such emotional reactions play in encouraging safe computer behavior.

摘要

网络安全通知在鼓励用户安全使用计算机方面发挥着重要作用。已知对这类通知的情绪反应会对用户遵守这些通知产生积极影响,不过研究人员要识别和量化用户的情绪反应具有挑战性。在本研究中,我们探究了由国际情感图片系统(IAPS)提供的各种带有情感色彩的图像刺激所引发的脑电图(EEG)信号,并将这些信号与网络安全通知图像及其他计算机相关刺激所引发的信号进行比较。参与者对图像引发的效价和唤醒进行了行为评估,这些评估用于交叉验证结果。我们发现,与中性效价或其他计算机相关刺激相比,对应于晚期正电位(LPP)的EEG振幅在对网络安全通知图像以及已知能引发强烈正性和负性效价的IAPS图像做出反应时会升高。这些发现表明,LPP可能是对网络安全通知进行情绪思考的原因,这在未来研究这类情绪反应在鼓励安全计算机行为中所起的作用时可能是一种有用的测量方法。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d683/9330617/89c51d40907d/fnins-16-922960-g001.jpg

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