TY - GEN
T1 - Resilience of LTE networks against smart jamming attacks
AU - Aziz, Farhan M.
AU - Shamma, Jeff S.
AU - Stuber, Gordon L.
N1 - KAUST Repository Item: Exported on 2020-10-01
PY - 2015/2/17
Y1 - 2015/2/17
N2 - Commercial LTE networks are being studied for mission-critical applications, such as public safety and smart grid communications. In this paper, LTE networks are shown vulnerable to Denial-of-Service (DOS) and loss of service attacks from smart jammers, who may employ simple narrowband jamming techniques to attack without any need to hack the network or its users. We modeled the utilities of jamming and anti-jamming actions played by the jammer and the network under the framework of single-shot and repeated Bayesian games. In a single-shot game formulation the only Nash Equilibria (NE) are pure strategy equilibria at which network utility is severely compromised. We propose a repeated-game learning and strategy algorithm for the network that outperforms single-shot games by a significant margin. Furthermore, all of our proposed actions and algorithms can be implemented with current technology.
AB - Commercial LTE networks are being studied for mission-critical applications, such as public safety and smart grid communications. In this paper, LTE networks are shown vulnerable to Denial-of-Service (DOS) and loss of service attacks from smart jammers, who may employ simple narrowband jamming techniques to attack without any need to hack the network or its users. We modeled the utilities of jamming and anti-jamming actions played by the jammer and the network under the framework of single-shot and repeated Bayesian games. In a single-shot game formulation the only Nash Equilibria (NE) are pure strategy equilibria at which network utility is severely compromised. We propose a repeated-game learning and strategy algorithm for the network that outperforms single-shot games by a significant margin. Furthermore, all of our proposed actions and algorithms can be implemented with current technology.
UR - http://hdl.handle.net/10754/550515
UR - http://ieeexplore.ieee.org/lpdocs/epic03/wrapper.htm?arnumber=7036895
UR - http://www.scopus.com/inward/record.url?scp=84949487311&partnerID=8YFLogxK
U2 - 10.1109/GLOCOM.2014.7036895
DO - 10.1109/GLOCOM.2014.7036895
M3 - Conference contribution
SN - 9781479935123
SP - 734
EP - 739
BT - 2014 IEEE Global Communications Conference
PB - Institute of Electrical and Electronics Engineers (IEEE)
ER -