TY - GEN
T1 - Secure Wireless Sensor Networks for Anti-Jamming Strategy Based on Game Theory
AU - Chkirbene, Zina
AU - Hamila, Ridha
AU - Erbad, Aiman
N1 - Publisher Copyright:
© 2023 IEEE.
PY - 2023
Y1 - 2023
N2 - The Wireless Sensor Networks (WSN) are designed to remotely monitor and control specific physical or environmental conditions. However, due to the open nature of WSN, many threats and attacks may arise by malicious users such as jamming attacks. Several techniques have been developed for detecting such attack. However, the majority of these solutions try to decrease the impact of signal-jamming by increasing transmission power or using complicated coordinating schemes, which might be challenging in WSNs, where the sensor devices are limited in their energy and communication capabilities. In this paper, we present a new model for securing WSNs against jamming attacks based on the Colonel Blotto game where the equilibrium defines the minimization of the worst-case attack effect on the sensors communications. Then, by investigating the Nash Equilibrium (NE) of the game and for all the potential attackers, the system computes the optimal power allocation strategy to protect the network against the malicious nodes. The simulation results show that the proposed model can secure the channel communication for WSN by 55% compared to the other technique while using the same network resources.
AB - The Wireless Sensor Networks (WSN) are designed to remotely monitor and control specific physical or environmental conditions. However, due to the open nature of WSN, many threats and attacks may arise by malicious users such as jamming attacks. Several techniques have been developed for detecting such attack. However, the majority of these solutions try to decrease the impact of signal-jamming by increasing transmission power or using complicated coordinating schemes, which might be challenging in WSNs, where the sensor devices are limited in their energy and communication capabilities. In this paper, we present a new model for securing WSNs against jamming attacks based on the Colonel Blotto game where the equilibrium defines the minimization of the worst-case attack effect on the sensors communications. Then, by investigating the Nash Equilibrium (NE) of the game and for all the potential attackers, the system computes the optimal power allocation strategy to protect the network against the malicious nodes. The simulation results show that the proposed model can secure the channel communication for WSN by 55% compared to the other technique while using the same network resources.
KW - Colonel Blotto game
KW - Nash Equilibrium
KW - Wireless sensor networks
KW - power allocation
KW - security
UR - http://www.scopus.com/inward/record.url?scp=85167659184&partnerID=8YFLogxK
U2 - 10.1109/IWCMC58020.2023.10182764
DO - 10.1109/IWCMC58020.2023.10182764
M3 - Conference contribution
AN - SCOPUS:85167659184
T3 - 2023 International Wireless Communications and Mobile Computing, IWCMC 2023
SP - 1101
EP - 1106
BT - 2023 International Wireless Communications and Mobile Computing, IWCMC 2023
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 19th IEEE International Wireless Communications and Mobile Computing Conference, IWCMC 2023
Y2 - 19 June 2023 through 23 June 2023
ER -