TY - JOUR
T1 - Secure intelligent traffic light control using fog computing
AU - Liu, Jian
AU - Li, Jiangtao
AU - Zhang, Lei
AU - Dai, Feifei
AU - Zhang, Yuanfei
AU - Meng, Xinyu
AU - Shen, Jian
N1 - Publisher Copyright:
© 2017 Elsevier B.V.
PY - 2018/1
Y1 - 2018/1
N2 - As the number of vehicles grows, traffic efficiency is becoming a worldwide problem. Intelligent transportation system aims to improve the traffic efficiency, where intelligent traffic light control is an important component. Existing intelligent traffic light control systems face some challenges, e.g., avoiding heavy roadside sensors, resisting malicious vehicles and avoiding single-point failure. To cope with those challenges, we propose two secure intelligent traffic light control schemes using fog computing whose security are based on the hardness of the computational Diffie–Hellman puzzle and the hash collision puzzle respectively. The two schemes assume the traffic lights are fog devices. The first scheme is a simple extension of a recent scheme for defending denial-of-service attacks. We show this simple extension is not efficient when the vehicle density is high. The second scheme is much more efficient and is fog device friendly. Even the vehicle density is high, the traffic light may verify the validity of the vehicles efficiently.
AB - As the number of vehicles grows, traffic efficiency is becoming a worldwide problem. Intelligent transportation system aims to improve the traffic efficiency, where intelligent traffic light control is an important component. Existing intelligent traffic light control systems face some challenges, e.g., avoiding heavy roadside sensors, resisting malicious vehicles and avoiding single-point failure. To cope with those challenges, we propose two secure intelligent traffic light control schemes using fog computing whose security are based on the hardness of the computational Diffie–Hellman puzzle and the hash collision puzzle respectively. The two schemes assume the traffic lights are fog devices. The first scheme is a simple extension of a recent scheme for defending denial-of-service attacks. We show this simple extension is not efficient when the vehicle density is high. The second scheme is much more efficient and is fog device friendly. Even the vehicle density is high, the traffic light may verify the validity of the vehicles efficiently.
KW - Intelligent transportation system
KW - Puzzle
KW - Traffic light control
KW - VANET
UR - https://www.scopus.com/pages/publications/85013421978
U2 - 10.1016/j.future.2017.02.017
DO - 10.1016/j.future.2017.02.017
M3 - 文章
AN - SCOPUS:85013421978
SN - 0167-739X
VL - 78
SP - 817
EP - 824
JO - Future Generation Computer Systems
JF - Future Generation Computer Systems
ER -