Human cognitive capacities and the needs of human-centric solutions for "Industry 5.0" make humans an indispensable component in Cyber-Physical Systems (CPSs), referred to as Human-Cyber-Physical Systems (HCPSs), where AI-powered technologies are incorporated to assist and augment humans. The close integration between humans and technologies in Section 1.1 and cognitive attacks in Section 1.2.4 poses emerging security challenges, where attacks can exploit vulnerabilities of human cognitive processes, affect their behaviors, and ultimately damage the HCPS. Defending HCPSs against cognitive attacks requires a new security paradigm, which we refer to as "cognitive security" in Section 1.2.5. The vulnerabilities of human cognitive systems and the associated methods of exploitation distinguish cognitive security from "cognitive reliability" and give rise to a distinctive CIA triad, as shown in Sections 1.2.5.1 and 1.2.5.2, respectively. Section 1.2.5.3 introduces cognitive and technical defense methods that deter the kill chain of cognitive attacks and achieve cognitive security. System scientific perspectives in Section 1.3 offer a promising direction to address the new challenges of cognitive security by developing quantitative, modular, multi-scale, and transferable solutions.
翻译:“工业5.0”的人类认知能力和以人为中心的“工业5.0”解决方案的需要使人类成为网络-物理系统中不可或缺的组成部分。网络-物理系统中被称为“人类-网络-物理系统”,其中采用AI动力技术来帮助和增强人类。第1.1节中的人类和技术与第1.2.4节中的认知攻击的紧密结合提出了新的安全挑战,其中攻击可以利用人类认知过程的脆弱性,影响其行为并最终损害HCPS。捍卫HCPS抵御认知攻击需要一个新的安全范式,我们在第1.2.5节中称之为“认知安全”。人类认知系统和相关开发方法的脆弱性将认知安全与“认知可靠性”区分开来,并产生一种独特的CIA三角关系,分别见第1.2.5.1节和第1.2.5.2节。第1.2.5.3节介绍了认知和技术防御方法,以阻止认知攻击的杀人链并实现认知安全。第1.3节中的系统科学观点为通过制定量化、模块、多尺度、可转让和可转让的解决办法,应对认知安全的新挑战提供了很有希望的方向。