Bringing humans at the core of cybersecurity: Challenges and future research directions

K. Kioskli, H. Mouratidis, Nineta Polemi
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Abstract

The prompt response to successfully adopt good cybersecurity practices from protecting passwords to security incidents’ responding to activating a disaster recovery or a business continuity plan depends upon the level of operators’ ability in problem solving, resilience, readiness, maturity, observation, and perception. New technologies, such as Artificial Intelligence (AI) can also be helpful to more effectively forecast or respond to serious incidents, especially to massive attacks. However, the cybersecurity operators need to alter their mindsets, adopt new behavioural patterns, and work attitudes to embrace and interact with AI-assistance during cyber defence activities. in addition, when the operators need to assess or mitigate AI socio-technical risks related to bias, transparency and equality, they will base their decisions for estimating or mitigating these risks on their behavioural, social, cultural, and ethical characteristics. In this paper, we are presenting challenges related to human and psychosocial factors of the cybersecurity operators. We also discuss the motives and drivers that impact the cognitive aspects (e.g., focus on operational tasks, attention, objectivity) of the cyber operations. We further identify how the cybersecurity operators’ personality traits impact the success of the cybersecurity practices and estimations and analyse research challenges, regarding the impact of operators’ profiles on their perceptions and interactions, with AI cyber defending tools and management of AI risks. Finally, we consider the impact these human factors may have on successful cybersecurity operations and practices and provide proposals for interdisciplinary research directions requiring the collaboration of cybersecurity experts, psychologists, and behavioural scientists.
将人类置于网络安全的核心:挑战和未来的研究方向
从保护密码到对安全事件的响应,再到启动灾难恢复或业务连续性计划,成功采用良好的网络安全实践的快速响应取决于运营商解决问题、恢复能力、准备程度、成熟度、观察和感知能力的水平。人工智能(AI)等新技术也有助于更有效地预测或应对严重事件,特别是大规模攻击。然而,网络安全运营商需要改变他们的思维方式,采用新的行为模式和工作态度,在网络防御活动中接受人工智能协助并与之互动。此外,当运营商需要评估或减轻与偏见、透明度和平等相关的人工智能社会技术风险时,他们将根据自己的行为、社会、文化和道德特征来评估或减轻这些风险。在本文中,我们提出了与网络安全运营商的人力和社会心理因素相关的挑战。我们还讨论了影响网络作战认知方面(例如,对作战任务的关注、注意力、客观性)的动机和驱动因素。我们进一步确定网络安全运营商的个性特征如何影响网络安全实践和评估的成功,并分析研究挑战,关于运营商的个人资料对他们的感知和互动的影响,与人工智能网络防御工具和人工智能风险管理。最后,我们考虑了这些人为因素可能对成功的网络安全运营和实践产生的影响,并为需要网络安全专家、心理学家和行为科学家合作的跨学科研究方向提供了建议。
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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