Title :
SSDF protection in cooperative spectrum sensing employing a computational trust evaluation algorithm
Author :
Akbari, Mohammad ; Falahati, Abolfazl
Author_Institution :
Dept. of Electr. Eng., Iran Univ. of Sci. & Technol., Tehran, Iran
Abstract :
A serious threat to cognitive radio networks which sense the spectrum in a cooperative manner is the transmission of false spectrum sensing data by malicious secondary nodes. This enforces the system to acquire authentication. Actually, the decision maker needs to determine the reliability or trustworthiness of the shared data. In this paper, the evaluation process is considered as an estimation dilemma on a set of evidence which is obtained from distributed cooperating nodes. Then, a MLE-based computational trust evaluation algorithm is proposed to determine the trustworthiness of each cognitive radio (CR) user´s data. The proposed procedure just uses the information which is obtained from the CR users without any presumptions about nodes reliability. Numerical results confirm the effectiveness of the algorithm in eliminating malicious nodes effects when 16% of cooperating nodes in the network are considered as malicious, and up to 20%, the algorithm are found to have a reasonable performance.
Keywords :
cognitive radio; maximum likelihood estimation; numerical analysis; telecommunication security; MLE-based computational trust evaluation algorithm; SSDF protection; cognitive radio networks; cooperative spectrum sensing; decision maker; distributed cooperating nodes; false spectrum sensing data; malicious secondary nodes; Cognitive radio; Detectors; Fading; Maximum likelihood estimation; Reliability; Security; Cognitive radio Network; maximum likelihood estimation (MLE); spectrum sensing and security; trust evaluation;
Conference_Titel :
Telecommunications (IST), 2010 5th International Symposium on
Conference_Location :
Tehran
Print_ISBN :
978-1-4244-8183-5
DOI :
10.1109/ISTEL.2010.5733992