TY - JOUR
T1 - Energy-efficient dynamic homomorphic security scheme for fog computing in IoT networks
AU - Gupta, Sejal
AU - Garg, Ritu
AU - Gupta, Nitin
AU - Alnumay, Waleed S.
AU - Ghosh, Uttam
AU - Sharma, Pradip Kumar
N1 - Funding Information:
The work is funded by Researchers Supporting Project grant number ( RSP-2020/250 ), King Saud University, Riyadh, Saudi Arabia .
PY - 2021/5/1
Y1 - 2021/5/1
N2 - Recently, there is an exponential increase in the multimedia and other data over the Internet of Things (IoT). This data is generally send to the cloud for processing and storage. The fog layer in-between readily bridges communication among the IoT devices and the cloud. It delivers services efficiently by computing and analyzing various multimedia information generated by the IoT devices residing on the sensors. However, provision of effective security and energy are critical challenges. The purpose of this work is to enhance the secure transfer of information like multimedia. This scheme uses Message Queue Telemetry Transport (MQTT) protocol over SSL/TLS. Since MQTT is vulnerable to eavesdropping, the Elliptic curve-ElGamal cryptography algorithm is introduced which lends a homomorphic factor thereby mitigating man-in-the-middle attack. The dynamic key change and proportional offloading of data as proposed in the current research work helps to preserve node energy by selectively transferring data to the cloud and the fog according to the data topic. The results depict that the system security and lifetime can be improved in comparison to the existing protocols.
AB - Recently, there is an exponential increase in the multimedia and other data over the Internet of Things (IoT). This data is generally send to the cloud for processing and storage. The fog layer in-between readily bridges communication among the IoT devices and the cloud. It delivers services efficiently by computing and analyzing various multimedia information generated by the IoT devices residing on the sensors. However, provision of effective security and energy are critical challenges. The purpose of this work is to enhance the secure transfer of information like multimedia. This scheme uses Message Queue Telemetry Transport (MQTT) protocol over SSL/TLS. Since MQTT is vulnerable to eavesdropping, the Elliptic curve-ElGamal cryptography algorithm is introduced which lends a homomorphic factor thereby mitigating man-in-the-middle attack. The dynamic key change and proportional offloading of data as proposed in the current research work helps to preserve node energy by selectively transferring data to the cloud and the fog according to the data topic. The results depict that the system security and lifetime can be improved in comparison to the existing protocols.
KW - Dynamic key change
KW - Elliptic-Curve cryptography (ECC)
KW - Fog computing
KW - Homomorphic encryption
KW - Internet of Things (IoT)
KW - Man-in-the-middle (MITM) attack
KW - MQTT
KW - Security and privacy
UR - http://www.scopus.com/inward/record.url?scp=85100692998&partnerID=8YFLogxK
U2 - 10.1016/j.jisa.2021.102768
DO - 10.1016/j.jisa.2021.102768
M3 - Article
AN - SCOPUS:85100692998
VL - 58
JO - Journal of Information Security and Applications
JF - Journal of Information Security and Applications
SN - 2214-2134
M1 - 102768
ER -