The Trusted Edge

TL;DR

Trusted edge computing enhances security for open edge infrastructures, enabling safe deployment of sensitive business logic close to users, which is crucial for real-time AI applications and protecting intellectual property.

Contribution

The paper introduces the concept of trusted edge computing (TEC) and discusses methods for safeguarding business logic on untrusted edge devices.

Findings

TEC addresses security challenges in open edge environments

Protecting intellectual property is essential for business adoption of edge computing

Open challenges in TEC are identified for future research

Abstract

Edge computing promises to reshape the centralized nature of today's cloud-based applications by bringing computing resources, at least in part, closer to the user. Reasons include the increasing need for real-time (short-delay, reliably-connected) computing and resource-demanding artificial intelligence (AI) algorithms that overstrain mobile devices' batteries or compute power but are too bandwidth-demanding to be offloaded to a distant cloud. However, companies may need to run their protected business logic on (untrusted) third-party edge devices, which can lead to serious issues due to weaker security measures than in cloud environments. This article makes the case for trusted edge computing (TEC), which focuses on developing concepts and methods for protecting application providers' business logic (and thus their intellectual property) specifically tailored to open edge infrastructures. This article further discusses open challenges in TEC to be addressed in the future. Otherwise, edge computing risks being a non-starter for most businesses due to the inadequate and neglected protection of intellectual property.