عنوان انگلیسی مقاله:
Efficient DCT-based secret key generation for the Internet of Things
ترجمه فارسی عنوان مقاله:
تولید کلید مخفی کارا مبتنی بر DCT برای اینترنت اشیاء
Sciencedirect - Elsevier - Ad Hoc Networks, 92 (2019) 101744: doi:10:1016/j:adhoc:2018:08:014
George Margelis a , Xenofon Fafoutis a , b , ∗, George Oikonomou a , Robert Piechocki a , Theo Tryfonas a , Paul Thomas
Cryptography is one of the most widely employed means to ensure confidentiality in the Internet of Things (IoT). Establishing cryptographically secure links between IoT devices requires the prior consensus to a secret encryption key. Yet, IoT devices are resource-constrained and cannot employ traditional key distribution schemes. As a result, there is a growing interest in generating secret random keys locally, using the shared randomness of the communicating channel. This article presents a secret key generation scheme, named SKYGlow, which is targeted at resource-constrained IoT platforms and tested on devices that employ IEEE 802.15.4 radios. We first examine the practical upper bounds of the number of secret bits that can be extracted from a message exchange. We contrast these upper bounds with the current state-of-the-art, and elaborate on the workings of the proposed scheme. SKYGlow applies the Discrete Cosine Transform (DCT) on channel observations of exchanged messages to reduce mismatches and in- crease correlation between the generated secret bits. We validate the performance of SKYGlow in both indoor and outdoor scenarios, at 2.4 GHz and 868 MHz respectively. The results suggest that SKYGlow can create secret 128-bit keys of 0.9978 bits entropy with just 65 packet exchanges, outperforming the state-of-the-art in terms of energy efficiency.
Keywords: Secret key generation | Physical layer security | IoT Security | Internet of Things (IoT) | IEEE 802.15.4