Human-Centered AI in Military Cyber Operations

Clara Maathuis
{"title":"Human-Centered AI in Military Cyber Operations","authors":"Clara Maathuis","doi":"10.34190/iccws.19.1.1972","DOIUrl":null,"url":null,"abstract":"Military Cyber Operations are an integral part of modern warfare and national security strategies as they crossed the science fiction realm, represent a real operational battlefield, and developed into an option in military toolboxes. Seeing ongoing technological advancements that allow the creation and use of complex mechanisms and technologies, the increasing digitalization of critical infrastructure, the growing abundance of data collected, generated, and exchanged between multiple parties, and the rise of stakeholders engaging in building and/or executing military Cyber Operations together with the increased number of such operations being conducted all over the globe reflects important lessons that need to be learned: the core element of such operations are humans: they build, acquire, execute, and assess them while also being impacted entities by them, e.g., through (psychological or physical) injury or death, or damage or destructions of human infrastructure. Moreover, the key process governing all the life cycle phases of military Cyber Operations is human decision-making or humanly assisted/augmented decision-making relying on advanced intelligent methods built with AI. Nevertheless, building and conducting military Cyber Operations should be done in a legal, responsible, and effective way  implying a deep understanding of the context and adversary, proper target and cyber weapon selection, development, and use, and a clear overview of potential effects produced. These represent important aspects that should be properly defined and tackled in this domain. Hence, this research aims to introduce the Human-Centred AI concept and approach in the military cyber domain to illustrate ways to prioritize human involvement and interaction, human understanding, effective decision-making, and ethical considerations when building and conducting military Cyber Operations. To this end, an extensive literature review is conducted in the military, cyber, and AI domains together with instantiation on military Cyber Operations.","PeriodicalId":429427,"journal":{"name":"International Conference on Cyber Warfare and Security","volume":"115 6","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2024-03-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Conference on Cyber Warfare and Security","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.34190/iccws.19.1.1972","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

Military Cyber Operations are an integral part of modern warfare and national security strategies as they crossed the science fiction realm, represent a real operational battlefield, and developed into an option in military toolboxes. Seeing ongoing technological advancements that allow the creation and use of complex mechanisms and technologies, the increasing digitalization of critical infrastructure, the growing abundance of data collected, generated, and exchanged between multiple parties, and the rise of stakeholders engaging in building and/or executing military Cyber Operations together with the increased number of such operations being conducted all over the globe reflects important lessons that need to be learned: the core element of such operations are humans: they build, acquire, execute, and assess them while also being impacted entities by them, e.g., through (psychological or physical) injury or death, or damage or destructions of human infrastructure. Moreover, the key process governing all the life cycle phases of military Cyber Operations is human decision-making or humanly assisted/augmented decision-making relying on advanced intelligent methods built with AI. Nevertheless, building and conducting military Cyber Operations should be done in a legal, responsible, and effective way  implying a deep understanding of the context and adversary, proper target and cyber weapon selection, development, and use, and a clear overview of potential effects produced. These represent important aspects that should be properly defined and tackled in this domain. Hence, this research aims to introduce the Human-Centred AI concept and approach in the military cyber domain to illustrate ways to prioritize human involvement and interaction, human understanding, effective decision-making, and ethical considerations when building and conducting military Cyber Operations. To this end, an extensive literature review is conducted in the military, cyber, and AI domains together with instantiation on military Cyber Operations.
军事网络行动中以人为中心的人工智能
军事网络行动是现代战争和国家安全战略不可分割的一部分,因为它已经跨越了科幻小说的范畴,代表了真实的作战战场,并发展成为军事工具箱中的一个选项。随着技术的不断进步,复杂的机制和技术得以创建和使用,关键基础设施日益数字化,多方之间收集、生成和交换的数据日益丰富,参与构建和/或执行军事网络行动的利益相关者增多,全球各地开展的此类行动数量增加,这些都反映出需要汲取的重要教训:此类行动的核心要素是人类:人类在构建、获取、执行和评估这些行动的同时,也受到这些行动的影响,例如,通过(心理或身体伤害)或其他方式、心理或身体)伤害或死亡,或对人类基础设施造成损害或破坏。此外,管理军事网络行动所有生命周期阶段的关键流程是人类决策或依赖人工智能先进智能方法的人类辅助/增强决策。然而,建立和实施军事网络行动应采取合法、负责和有效的方式,这意味着要深入了解背景和对手,正确选择、开发和使用目标和网络武器,并清楚地了解可能产生的影响。这些都是这一领域应妥善定义和解决的重要方面。因此,本研究旨在将以人为中心的人工智能概念和方法引入军事网络领域,以说明在构建和开展军事网络行动时,如何优先考虑人的参与和互动、人的理解、有效决策以及伦理因素。为此,我们对军事、网络和人工智能领域进行了广泛的文献综述,并对军事网络行动进行了实例化。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信