Physical layer security for massive MIMO: An overview on passive eavesdropping and active attacks

This article discusses opportunities and challenges of physical layer security integration in MaMIMO systems. Specifically, we first show that MaMIMO itself is robust against passive eavesdropping attacks. We then review a pilot contamination scheme that actively attacks the channel estimation process. This pilot contamination attack not only dramatically reduces the achievable secrecy capacity but is also difficult to detect. We proceed by reviewing some methods from literature that detect active attacks on MaMIMO. The last part of the article surveys the open research problems that we believe are the most important to address in the future and give a few promising directions of research to solve them.

[1]  Fredrik Rusek,et al.  Detection of active eavesdroppers in massive MIMO , 2014, 2014 IEEE 25th Annual International Symposium on Personal, Indoor, and Mobile Radio Communication (PIMRC).

[2]  A. Lee Swindlehurst,et al.  Optimal strategies for countering dual-threat jamming/eavesdropping-capable adversaries in MIMO channels , 2010, 2010 - MILCOM 2010 MILITARY COMMUNICATIONS CONFERENCE.

[3]  Walid Saad,et al.  Eavesdropping and jamming in next-generation wireless networks: A game-theoretic approach , 2011, 2011 - MILCOM 2011 Military Communications Conference.

[4]  Erik G. Larsson,et al.  Massive MIMO for next generation wireless systems , 2013, IEEE Communications Magazine.

[5]  Tommy Svensson,et al.  Location-Aware Communications for 5G Networks: How location information can improve scalability, latency, and robustness of 5G , 2014, IEEE Signal Processing Magazine.

[6]  Erik G. Larsson,et al.  Scaling Up MIMO , 2013 .

[7]  Tommy Svensson,et al.  LOCATION-AWARE COMMUNICATIONS FOR 5 G NETWORKS , 2014 .

[8]  Shabnam Sodagari,et al.  On singularity attacks in MIMO channels , 2015, Trans. Emerg. Telecommun. Technol..

[9]  Xiangyun Zhou,et al.  Pilot Contamination for Active Eavesdropping , 2012, IEEE Transactions on Wireless Communications.

[10]  Erik G. Larsson,et al.  Scaling Up MIMO: Opportunities and Challenges with Very Large Arrays , 2012, IEEE Signal Process. Mag..

[11]  Vijay K. Bhargava,et al.  Secure transmission in multi-cell massive MIMO systems , 2013, 2013 IEEE Globecom Workshops (GC Wkshps).

[12]  Wade Trappe,et al.  On the Vulnerabilities of CSI in MIMO Wireless Communication Systems , 2012, IEEE Transactions on Mobile Computing.

[13]  Gregory W. Wornell,et al.  Secure Transmission With Multiple Antennas I: The MISOME Wiretap Channel , 2010, IEEE Transactions on Information Theory.

[14]  Thomas L. Marzetta,et al.  Pilot Contamination and Precoding in Multi-Cell TDD Systems , 2009, IEEE Transactions on Wireless Communications.

[15]  Rong Zheng,et al.  Device fingerprinting to enhance wireless security using nonparametric Bayesian method , 2011, 2011 Proceedings IEEE INFOCOM.

[16]  Fredrik Tufvesson,et al.  Spatial separation of closely-spaced users in measured massive multi-user MIMO channels , 2015, 2015 IEEE International Conference on Communications (ICC).

[17]  Björn E. Ottersten,et al.  Detection of pilot contamination attack using random training and massive MIMO , 2013, 2013 IEEE 24th Annual International Symposium on Personal, Indoor, and Mobile Radio Communications (PIMRC).