Title :
Performance Analysis of Dynamic Spectrum Access Networks under Primary User Emulation Attacks
Author :
Jin, Z. ; Anand, S. ; Subbalakshmi, K.P.
Author_Institution :
Dept. of Electr. & Comput. Eng., Stevens Inst. of Technol., Hoboken, NJ, USA
Abstract :
Primary user emulation attack (PUEA) is a denial of service (DoS) attack unique to dynamic spectrum access (DSA) networks. While there have been studies in the literature to detect and mitigate PUEA, the impact of PUEA on the call blocking and call dropping probabilities of users in secondary networks has not been studied. We present the first analysis to study the impact of PUEA on the secondary users in terms of call blocking and call dropping. We propose a three dimensional continuous time Markov chain (3D-CTMC) to model the channel occupancy in DSA networks. We use the 3D-CTMC to determine the call blocking and call dropping probabilities for secondary users. We validate our analysis with simulations. Results indicate that while PUEA does not affect the call blocking probability, it can increase the call dropping probability of secondary users by more than one order of magnitude. We also evaluate the call dropping performance of some of our previously proposed protocols to mitigate PUEA. We show that our protocols can improve the call dropping performance by about 40% for high traffic loads of malicious users and can provide almost the same performance as that of a system with no PUEA, when the malicious user traffic is low.
Keywords :
Markov processes; performance evaluation; radio networks; subscriber loops; telecommunication security; telecommunication traffic; 3D-CTMC; DoS attack; PUEA; call dropping performance; denial of service; dynamic spectrum access; dynamic spectrum access networks; high traffic loads; malicious users; performance analysis; primary user emulation attacks; three dimensional continuous time Markov chain; Analytical models; Cognitive radio; Emulation; Markov processes; Protocols; Sensors; Switches;
Conference_Titel :
Global Telecommunications Conference (GLOBECOM 2010), 2010 IEEE
Conference_Location :
Miami, FL
Print_ISBN :
978-1-4244-5636-9
Electronic_ISBN :
1930-529X
DOI :
10.1109/GLOCOM.2010.5683384