TY - JOUR
T1 - Game theoretical secure caching scheme in multihoming edge computing-enabled heterogeneous networks
AU - Xu, Qichao
AU - Su, Zhou
AU - Zheng, Qinghua
AU - Luo, Minnan
AU - Dong, Bo
AU - Zhang, Kuan
N1 - Publisher Copyright:
© 2014 IEEE.
PY - 2019/6
Y1 - 2019/6
N2 - Caching contents on edge computing-enabled small cell base stations (ECSBSs) has become a promising technology for mitigating burdens of macro cell base stations and offloading data from mobile users. However, as ECSBSs may be malicious, providing a secure caching scheme becomes a challenge. In this paper, we propose a novel secure caching scheme in heterogeneous networks for multihoming users. First, to provide the cached contents, a trust mechanism is designed to verify the reliability of each ECSBS. Then, in order to guarantee the integrity of cached contents and preserve the privacy of mobile users, a Chinese remainder theorem-based privacy preservation protocol is proposed. Next, we investigate the interactions among mobile users and ECSBSs by Stackelberg game, where the trusted ECSBSs are selected to provide caching resources for mobile users with multihoming access. In addition, we analyze the Stackelberg equilibrium to jointly maximize the utilities of ECSBSs and mobile users. Extensive simulations validate the efficiency of the proposed scheme with the reliability and effectiveness to cache contents.
AB - Caching contents on edge computing-enabled small cell base stations (ECSBSs) has become a promising technology for mitigating burdens of macro cell base stations and offloading data from mobile users. However, as ECSBSs may be malicious, providing a secure caching scheme becomes a challenge. In this paper, we propose a novel secure caching scheme in heterogeneous networks for multihoming users. First, to provide the cached contents, a trust mechanism is designed to verify the reliability of each ECSBS. Then, in order to guarantee the integrity of cached contents and preserve the privacy of mobile users, a Chinese remainder theorem-based privacy preservation protocol is proposed. Next, we investigate the interactions among mobile users and ECSBSs by Stackelberg game, where the trusted ECSBSs are selected to provide caching resources for mobile users with multihoming access. In addition, we analyze the Stackelberg equilibrium to jointly maximize the utilities of ECSBSs and mobile users. Extensive simulations validate the efficiency of the proposed scheme with the reliability and effectiveness to cache contents.
KW - Heterogeneous networks
KW - Multihoming users
KW - Secure caching
KW - Stackelberg game
UR - https://www.scopus.com/pages/publications/85055025836
U2 - 10.1109/JIOT.2018.2876417
DO - 10.1109/JIOT.2018.2876417
M3 - 文章
AN - SCOPUS:85055025836
SN - 2327-4662
VL - 6
SP - 4536
EP - 4546
JO - IEEE Internet of Things Journal
JF - IEEE Internet of Things Journal
IS - 3
M1 - 8493143
ER -