TY - JOUR
T1 - Fog based secure service discovery for internet of multimedia things
T2 - a cross-blockchain approach
AU - Liang, Haoran
AU - Wu, Jun
AU - Zheng, Xi
AU - Zhang, Mengshi
AU - Li, Jianhua
AU - Jolfaei, Alireza
PY - 2021/1
Y1 - 2021/1
N2 - The Internet of Multimedia Things (IoMT) has become the backbone of innumerable multimedia applications in various fields. The wide application of IoMT not only makes our life convenient but also brings challenges to service discovery. Service discovery aims to leverage location information and trust evidence scattered in a variety of multimedia applications to find trusted IoMT devices that can provide specific service in target areas. However, the eavesdropping and tampering to these sensitive IoMT data during the trust propagation process invalidate the service discovery process. To address these challenges, we propose Secure Service Discovery (SSD) for IoMT using cross-blockchain-enabled fog computing. To resist the tampering and eavesdropping during the trust propagation process, a scalable cross-blockchain structure consisting of multiple parallel blockchains is first proposed based on fog, in which different parallel blockchains can be orchestrated to propagate encrypted location information and trust evidence of different applications. Moreover, to enable a cross-blockchain structure to leverage encrypted location information and trust evidence to find trusted IoMT devices in preset areas, a novel privacy-preserving range query is proposed to query and aggregate trust evidence. Security analysis and simulations are carried out to demonstrate the effectiveness and security of the proposed SSD.
AB - The Internet of Multimedia Things (IoMT) has become the backbone of innumerable multimedia applications in various fields. The wide application of IoMT not only makes our life convenient but also brings challenges to service discovery. Service discovery aims to leverage location information and trust evidence scattered in a variety of multimedia applications to find trusted IoMT devices that can provide specific service in target areas. However, the eavesdropping and tampering to these sensitive IoMT data during the trust propagation process invalidate the service discovery process. To address these challenges, we propose Secure Service Discovery (SSD) for IoMT using cross-blockchain-enabled fog computing. To resist the tampering and eavesdropping during the trust propagation process, a scalable cross-blockchain structure consisting of multiple parallel blockchains is first proposed based on fog, in which different parallel blockchains can be orchestrated to propagate encrypted location information and trust evidence of different applications. Moreover, to enable a cross-blockchain structure to leverage encrypted location information and trust evidence to find trusted IoMT devices in preset areas, a novel privacy-preserving range query is proposed to query and aggregate trust evidence. Security analysis and simulations are carried out to demonstrate the effectiveness and security of the proposed SSD.
KW - Internet of Multimedia Things (IoMT)
KW - blockchain
KW - privacy-preserving
KW - fog computing
UR - http://www.scopus.com/inward/record.url?scp=85099792535&partnerID=8YFLogxK
U2 - 10.1145/3415151
DO - 10.1145/3415151
M3 - Article
SN - 1551-6857
VL - 16
JO - ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM)
JF - ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM)
IS - 3s
M1 - 96
ER -