Methods for Requirements Engineering, Verification, Security, Safety, and Robustness in AIoT Systems

Kapitel i bok, 2024

This chapter presents methods for requirements engineering, verification,
security, safety, and robustness with a special focus on AIoT systems. It
covers an architectural framework dealing with requirements engineering
aspects of distributed AIoT systems, covering several clusters of concern
dealing with the context description of the system, learning environment of
the deep-learning components, communication concerns, and a set of quality
concerns, such as ethical aspects, safety, power, security, and privacy aspects.
Each cluster contains a set of architectural views sorted into different levels
of abstraction. In addition, it introduces WebAssembly as an interoperable
environment that would run seamlessly across hardware devices and software
stacks while achieving good performance and a high level of security as a
critical requirement when processing data off-premises. To address security
aspects in AIoT systems, remote attestation and certification mechanisms are
introduced to provide a TOCTOU (time-of-check to time-of-use) secure way
of ensuring the system’s integrity.