Secure cooperative spectrum sensing based on Sybil-resilient clustering

Jerry T. Chiang, Yih-Chun Hu, Pulkit Yadav

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

The Sybil attack has devastating effect on many distributed decision protocols such as voting: By disguising with multiple identities, a Sybil attacker can amplify his impact on the final outcome. A cooperative spectrum sensing protocol, which aims to enhance the sensing performance over the individual sensing protocols, is a kind of cooperative decision protocol. If not carefully designed, cooperative spectrum sensing can also be very vulnerable to the false-reporting Sybil attack, in which an attacker seeks to degrade the sensing performance by submitting multiple incorrect measurements using multiple identities. In this paper, we exploit the attacker's limited radio resources and propose a Sybil-resilient clustering mechanism, and adopt it as the basis of a secure cluster-based cooperative sensing protocol. We perform extensive simulation and show that naïve soft data combination and statistics-based false-report-resilient cooperative sensing protocols are susceptible to the Sybil attack; however, our proposed protocol can still provide reasonable sensing outcome despite the presence of Sybil attackers.

Original languageEnglish (US)
Title of host publication2013 IEEE Global Communications Conference, GLOBECOM 2013
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages1075-1081
Number of pages7
ISBN (Print)9781479913534
DOIs
StatePublished - Jan 1 2013
Event2013 IEEE Global Communications Conference, GLOBECOM 2013 - Atlanta, GA, United States
Duration: Dec 9 2013Dec 13 2013

Publication series

NameGLOBECOM - IEEE Global Telecommunications Conference

Other

Other2013 IEEE Global Communications Conference, GLOBECOM 2013
CountryUnited States
CityAtlanta, GA
Period12/9/1312/13/13

Fingerprint

Statistics

ASJC Scopus subject areas

  • Electrical and Electronic Engineering

Cite this

Chiang, J. T., Hu, Y-C., & Yadav, P. (2013). Secure cooperative spectrum sensing based on Sybil-resilient clustering. In 2013 IEEE Global Communications Conference, GLOBECOM 2013 (pp. 1075-1081). [6831217] (GLOBECOM - IEEE Global Telecommunications Conference). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/GLOCOM.2013.6831217

Secure cooperative spectrum sensing based on Sybil-resilient clustering. / Chiang, Jerry T.; Hu, Yih-Chun; Yadav, Pulkit.

2013 IEEE Global Communications Conference, GLOBECOM 2013. Institute of Electrical and Electronics Engineers Inc., 2013. p. 1075-1081 6831217 (GLOBECOM - IEEE Global Telecommunications Conference).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Chiang, JT, Hu, Y-C & Yadav, P 2013, Secure cooperative spectrum sensing based on Sybil-resilient clustering. in 2013 IEEE Global Communications Conference, GLOBECOM 2013., 6831217, GLOBECOM - IEEE Global Telecommunications Conference, Institute of Electrical and Electronics Engineers Inc., pp. 1075-1081, 2013 IEEE Global Communications Conference, GLOBECOM 2013, Atlanta, GA, United States, 12/9/13. https://doi.org/10.1109/GLOCOM.2013.6831217
Chiang JT, Hu Y-C, Yadav P. Secure cooperative spectrum sensing based on Sybil-resilient clustering. In 2013 IEEE Global Communications Conference, GLOBECOM 2013. Institute of Electrical and Electronics Engineers Inc. 2013. p. 1075-1081. 6831217. (GLOBECOM - IEEE Global Telecommunications Conference). https://doi.org/10.1109/GLOCOM.2013.6831217
Chiang, Jerry T. ; Hu, Yih-Chun ; Yadav, Pulkit. / Secure cooperative spectrum sensing based on Sybil-resilient clustering. 2013 IEEE Global Communications Conference, GLOBECOM 2013. Institute of Electrical and Electronics Engineers Inc., 2013. pp. 1075-1081 (GLOBECOM - IEEE Global Telecommunications Conference).
@inproceedings{9254f011d13c45efb7237dace06c0815,
title = "Secure cooperative spectrum sensing based on Sybil-resilient clustering",
abstract = "The Sybil attack has devastating effect on many distributed decision protocols such as voting: By disguising with multiple identities, a Sybil attacker can amplify his impact on the final outcome. A cooperative spectrum sensing protocol, which aims to enhance the sensing performance over the individual sensing protocols, is a kind of cooperative decision protocol. If not carefully designed, cooperative spectrum sensing can also be very vulnerable to the false-reporting Sybil attack, in which an attacker seeks to degrade the sensing performance by submitting multiple incorrect measurements using multiple identities. In this paper, we exploit the attacker's limited radio resources and propose a Sybil-resilient clustering mechanism, and adopt it as the basis of a secure cluster-based cooperative sensing protocol. We perform extensive simulation and show that na{\"i}ve soft data combination and statistics-based false-report-resilient cooperative sensing protocols are susceptible to the Sybil attack; however, our proposed protocol can still provide reasonable sensing outcome despite the presence of Sybil attackers.",
author = "Chiang, {Jerry T.} and Yih-Chun Hu and Pulkit Yadav",
year = "2013",
month = "1",
day = "1",
doi = "10.1109/GLOCOM.2013.6831217",
language = "English (US)",
isbn = "9781479913534",
series = "GLOBECOM - IEEE Global Telecommunications Conference",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
pages = "1075--1081",
booktitle = "2013 IEEE Global Communications Conference, GLOBECOM 2013",
address = "United States",

}

TY - GEN

T1 - Secure cooperative spectrum sensing based on Sybil-resilient clustering

AU - Chiang, Jerry T.

AU - Hu, Yih-Chun

AU - Yadav, Pulkit

PY - 2013/1/1

Y1 - 2013/1/1

N2 - The Sybil attack has devastating effect on many distributed decision protocols such as voting: By disguising with multiple identities, a Sybil attacker can amplify his impact on the final outcome. A cooperative spectrum sensing protocol, which aims to enhance the sensing performance over the individual sensing protocols, is a kind of cooperative decision protocol. If not carefully designed, cooperative spectrum sensing can also be very vulnerable to the false-reporting Sybil attack, in which an attacker seeks to degrade the sensing performance by submitting multiple incorrect measurements using multiple identities. In this paper, we exploit the attacker's limited radio resources and propose a Sybil-resilient clustering mechanism, and adopt it as the basis of a secure cluster-based cooperative sensing protocol. We perform extensive simulation and show that naïve soft data combination and statistics-based false-report-resilient cooperative sensing protocols are susceptible to the Sybil attack; however, our proposed protocol can still provide reasonable sensing outcome despite the presence of Sybil attackers.

AB - The Sybil attack has devastating effect on many distributed decision protocols such as voting: By disguising with multiple identities, a Sybil attacker can amplify his impact on the final outcome. A cooperative spectrum sensing protocol, which aims to enhance the sensing performance over the individual sensing protocols, is a kind of cooperative decision protocol. If not carefully designed, cooperative spectrum sensing can also be very vulnerable to the false-reporting Sybil attack, in which an attacker seeks to degrade the sensing performance by submitting multiple incorrect measurements using multiple identities. In this paper, we exploit the attacker's limited radio resources and propose a Sybil-resilient clustering mechanism, and adopt it as the basis of a secure cluster-based cooperative sensing protocol. We perform extensive simulation and show that naïve soft data combination and statistics-based false-report-resilient cooperative sensing protocols are susceptible to the Sybil attack; however, our proposed protocol can still provide reasonable sensing outcome despite the presence of Sybil attackers.

UR - http://www.scopus.com/inward/record.url?scp=84904105561&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=84904105561&partnerID=8YFLogxK

U2 - 10.1109/GLOCOM.2013.6831217

DO - 10.1109/GLOCOM.2013.6831217

M3 - Conference contribution

AN - SCOPUS:84904105561

SN - 9781479913534

T3 - GLOBECOM - IEEE Global Telecommunications Conference

SP - 1075

EP - 1081

BT - 2013 IEEE Global Communications Conference, GLOBECOM 2013

PB - Institute of Electrical and Electronics Engineers Inc.

ER -