Security aspects in the cognition cycle of distributed cognitive radio networks: A survey from a multi-agent perspective

Yau, Alvin Kok-Lim * and Poh, Geong Sen and Komisarczuk, Peter (2013) Security aspects in the cognition cycle of distributed cognitive radio networks: A survey from a multi-agent perspective. International Journal of Ad Hoc and Ubiquitous Computing, 12 (3). pp. 157-176. ISSN 1743-8233

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Abstract

Cognitive Radio (CR) enables Secondary Users (SUs) to observe, learn and take the right action on its operating environment at any time instant. This feature has inevitably exposed the SUs to artificial intelligence attacks from adversaries. This paper provides a survey on various kinds of attacks, as well as reviews and proposes mitigation approaches to tackle them from a multi-agent perspective. Additionally, this paper shows the impact and criticality of artificial intelligence attacks on network-wide performance. We aim to establish a foundation, and to spark new research interests in this new and critical area.

Item Type: Article
Additional Information: First author is with the Department of Computer Science and Networked Systems, Sunway University; 2nd author is with MIMOS Berhad; 3rd author is with ' Centre for Networks and Distributed Systems, School of Computing and Technology, University of West London.
Uncontrolled Keywords: cognitive radio; distributed networks; cognition cycle; security attacks; vulnerabilities; threat mitigation; malicious attacks; jamming; PUE; primary user emulation; applied artificial intelligence; payoff propagation; artificial intelligence attacks; reinforcement learning; multi-agent systems; MAS; agent-based systems.
Subjects: T Technology > TK Electrical engineering. Electronics Nuclear engineering
Divisions: Others > Non Sunway Academics
Sunway University > School of Science and Technology > Dept. Computer Sciences & Networked System
Depositing User: Ms. Molly Chuah
Date Deposited: 22 Jan 2014 10:26
Last Modified: 22 Jan 2014 10:26
URI: http://eprints.sunway.edu.my/id/eprint/221

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