Imagine interconnected objects with embedded artificial intelligence (AI), empowered to sense the environment, see it, hear it, touch it, interact with it, and move. As future networks of intelligent objects come to life, tremendous new challenges arise for security, but also new opportunities, allowing to address current, as well as future, pressing needs. In this paper we put forward a roadmap towards the realization of a new security paradigm that we articulate as intelligent context-aware security. The premise of this roadmap is that sensing and advanced AI will enable context awareness, which in turn can drive intelligent security mechanisms, such as adaptation and automation of security controls. This concept not only provides immediate answers to burning open questions, in particular with respect to non-functional requirements, such as energy or latency constraints, heterogeneity of radio frequency (RF) technologies and long life span of deployed devices, but also, more importantly, offers a viable answer to scalability by allowing such constraints to be met even in massive connectivity regimes. Furthermore, the proposed roadmap has to be designed ethically, by explicitly placing privacy concerns at its core. The path towards this vision and some of the challenges along the way are discussed in this contribution.
翻译:未来智能物体网络随着安全出现,出现了巨大的新挑战,但也出现了新的机会,从而能够解决当前和未来紧迫的需要。在本文件中,我们提出了实现新的安全范式的路线图,我们称之为智能背景安全。本路线图的前提是,感知和先进的爱心将促成背景意识,进而推动智能安全机制,例如安全控制适应和自动化。这个概念不仅为燃烧公开的问题提供了即时答案,特别是非功能性要求,例如能源或长期限制、无线电频率技术的异质和已部署装置的长寿命,而且更重要的是,通过允许即使在大规模连通制度中也能够满足这些限制,为可扩展性提供了可行的答案。此外,拟议的路线图必须从道德角度设计,明确将隐私问题放在核心位置。这一愿景的前进道路和前进道路上的一些挑战将在这一贡献中讨论。