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Mobile Networks and Applications
Published in: Mobile Networks and Applications 3/2012

01-06-2012

Security Through Collaboration and Trust in MANETs

Authors: Wenjia Li, James Parker, Anupam Joshi

Published in: Mobile Networks and Applications | Issue 3/2012

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Abstract

It is well understood that Mobile Ad Hoc Networks (MANETs) are extremely susceptible to a variety of attacks, and traditional security mechanisms do not work well. Many security schemes have been proposed that depend on cooperation amongst the nodes in a MANET for identifying nodes that are exhibiting malicious behaviors such as packet dropping, packet modification, and packet misrouting. We argue that in general, this problem can be viewed as an instance of detecting nodes whose behavior is an outlier when compared to others. In this paper, we propose a collaborative and trust-based outlier detection algorithm that factors in a node’s reputation for MANETs. The algorithm leads to a common outlier view amongst distributed nodes with a limited communication overhead. Simulation results demonstrate that the proposed algorithm is efficient and accurate.
previous article A Hybrid Key Predistribution Scheme for Sensor Networks Employing Spatial Retreats to Cope with Jamming Attacks
next article A Battery-Aware Algorithm for Supporting Collaborative Applications

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Literature
1.
Wu B, Chen J, Wu J, Cardei M (2006) A survey on attacks and countermeasures in mobile ad hoc networks. Wireless Network Security (Part II, Chapter 12), Springer
2.
Zhang Y, Lee W (2002) Intrusion detection in wireless ad-hoc networks. In Proceedings of the 8th International Conference on Mobile Computing and Networking (MobiCom), Atlanta, GA, USA, pp 275–283
3.
Hu Y, Perrig A, Johnson D (2002) Ariadne: a secure on-demand routing protocol for ad hoc networks. In Proceedings of the 8th International Conference on Mobile Computing and Networking (MobiCom), Atlanta, GA, USA, pp 12–23
4.
Sun B, Guan Y, Chen J, Pooch UW (2003) Detecting black-hole attack in mobile ad hoc networks. In Proceedings of 5th European Personal Mobile Communications Conference, Glasgow, Scotland, UK, pp 490–495
5.
Grubbs F (1969) Procedures for detecting outlying observations in samples. Technometrics 11(1):1–21
6.
Lazarevic A, Ertoz L, Ozgur A, Srivastava J, Kumar V (2003) A comparative study of anomaly detection schemes in network intrusion detection. In Proceedings of the Third SIAM International Conference on Data Mining, San Francisco, CA, USA, May
7.
Zhang J, Zulkernine M (2006) Anomaly based network intrusion detection with unsupervised outlier detection. In Proceedings of IEEE International Conference on Communications (ICC 2006), Istanbul, Turkey, pp 2388–2393
8.
Ferdousi Z, Maeda A (2006) Unsupervised outlier detection in time series data. In Proceedings of the 22nd International Conference on Data Engineering Workshops (ICDEW06), Atlanta, GA, USA, Apr
9.
Sheng B, Li Q, Mao W, Jin W (2007) Outlier detection in sensor networks. In Proceedings of the 8th ACM international symposium on Mobile ad hoc networking and computing (MobiHoc07), Montreal, Quebec, Canada, pp 219–228
10.
Ramaswamy S, Rastogi R, Shim K (2000) Efficient algorithms for mining outliers from large datasets. In Proceedings of the 2000 ACM SIGMOD international Conference on Management of Data, Dallas, Texas, USA, pp 427–438
11.
Knorr EM, Ng RT (1998) Algorithms for mining distance-based outliers in large datasets. In Proceedings of the 24th international Conference on Very Large Data Bases (VLDB98), New York, NY, USA, pp 392–403
12.
Knorr EM, Ng RT (1999) Finding intensional knowledge of distance-based outliers. In Proceedings of the 25th international Conference on Very Large Data Bases (VLDB99), Edinburgh, Scotland, UK, pp 211–222
13.
Li W, Parker J, Joshi A (2008) Security through collaboration in MANETs. In Proceedings of the 4th International Conference on Collaborative Computing: Networking, Applications and Worksharing (CollaborateCom 2008), Springer LNICST vol. 10, Orlando, FL, USA, pp 696–714, November
14.
Li W, Joshi A (2009) Outlier detection in ad hoc networks using dempster-shafer theory. In Proceedings of the 10th International Conference on Mobile Data Management (MDM 2009), Taipei, Taiwan, pp 112–121, May
15.
Li W, Joshi A, Finin T (2009) Policy-based malicious peer detection in ad hoc networks. In Proceedings of 12th IEEE International Conference on Computational Science and Engineering (CSE 2009), Vancouver, Canada, Vol. 3, pp 76–82, August
16.
Branch J, Szymanski B, Giannella C, Wolff R, Kargupta H (2006) In-network outlier detection in wireless sensor networks. In Proceedings of the 26th IEEE International Conference on Distributed Computing Systems (ICDCS2006),Lisbon, Portugal
17.
Palpanas T, Papadopoulos D, Kalogeraki V, Gunopulos D (2003) Distributed deviation detection in sensor networks. ACM SIGMOD Record 32(4):77–82CrossRef
18.
Subramaniam S, Palpanas T, Papadopoulos D, Kalogeraki V, Gunopulos D (2006) Online outlier detection in sensor data using non-parametric models. In Proceedings of the 32nd international Conference on Very Large Data Bases (VLDB06), Seoul, Korea, pp 187–198
19.
Marti S, Giuli TJ, Lai K, Baker M (2000) Mitigating routing misbehavior in mobile ad hoc networks. In Proceedings of the 6th Annual international Conference on Mobile Computing and Networking (MOBICOM00), Boston, MA, USA, pp 255–265
20.
Liu Y, Comaniciu C, Man H (2006) A Bayesian game approach for intrusion detection in wireless ad hoc networks. In Proceeding of the 2006 Workshop on Game theory For Communications and Networks (GAMENET06), Pisa, Italy
21.
Zhang Y, Lee W (2000) Intrusion detection in wireless ad-hoc networks. In Proceedings of the 6th Annual international Conference on Mobile Computing and Networking (MOBICOM00), Boston, MA, USA, pp 275–283
22.
DengH, Zeng Q, Agrawal DP (2003) SVM-based intrusion detection system for wireless ad hoc networks. In Proceedings of the IEEE Vehicular Technology Conference (VTC03), vol. 3, pp 2147–2151, Orlando, FL, USA
23.
Kachirski O, Guha R (2002) Intrusion detection using mobile agents in wireless ad hoc networks. In Proceedings of the IEEE Workshop on Knowledge Media Networking, pp 153–158, Kyoto, Japan
24.
Tseng C, Balasubramanyam P, Ko C, Limprasittiporn R, Rowe J, Levitt K (2003) A specification-based intrusion detection system for AODV. In Proceedings of the 1st ACM workshop on Security of ad hoc and sensor networks(SASN03), Fairfax, VA, USA, pp 125–134
25.
Huang Y, Lee W (2003) A cooperative intrusion detection system for ad hoc networks. In Proceedings of the 1st ACM Workshop on Security of Ad Hoc and Sensor Networks (SASN03), Fairfax, VA, USA, pp 135–147
26.
Kefayati M, Rabiee HR, Miremadi SG, Khonsari A (2006) Misbehavior resilient multi-path data transmission in mobile ad-hoc networks. In Proceedings of the Fourth ACM Workshop on Security of Ad Hoc and Sensor Networks (SASN06), Alexandria, VA, USA, pp 91–100
27.
Anderegg L, Eidenbenz S (2003) Ad hoc-VCG: a truthful and cost-efficient routing protocol for mobile ad hoc networks with selfish agents. In Proceedings of the 9th Annual international Conference on Mobile Computing and Networking (MOBICOM03), San Diego, CA, USA, pp 245–259
28.
29.
Parker J, Patwardhan A, Joshi A (2006) Cross-layer analysis for detecting wireless misbehavior. In Proceedings of the IEEE Consumer Communications and Networking Conference(CCNC 2006), Las Vegas, Nevada, USA, Jan
30.
He Q, Wu D, Khosla P (2004) SORI: a secure and objective reputation-based incentive scheme for ad hoc networks. In Proceedings of the IEEE Wireless Communications and Networking Conference (WCNC), vol. 2, pp 825–830
31.
Patwardhan A, Perich F, Joshi A, Finin T, Yesha Y (2005) Active collaborations for trustworthy data management in ad hoc networks. In Proceedings of the 2nd IEEE International Conference on Mobile Ad-Hoc and Sensor Systems, November
32.
Srinivasan V, Nuggehalli P, Chiasserini C-F, Rao RR (2005) An analytical approach to the study of cooperation in wireless ad hoc networks. IEEE Trans Wireless Commun 4(2):722–733CrossRef
33.
Buchegger S, Boudec J-YL (2003) A robust reputation system for mobile ad-hoc networks. In Proceedings of P2PEcon
34.
Griffiths N (2005) Task delegation using experience-based multi-dimensional trust. In Proceedings of the Fourth international Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 05), pp 489–496, The Netherlands, July
35.
Reece S, Rogers A, Roberts S, Jennings NR (2007) Rumors and reputation: evaluating multi-dimensional trust within a decentralized reputation system. In Proceedings of the 6th international Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 07), pp 1–8, Honolulu, Hawaii, USA May
Metadata
Title
Security Through Collaboration and Trust in MANETs
Authors
Wenjia Li
James Parker
Anupam Joshi
Publication date
01-06-2012
Publisher
Springer US
Published in
Mobile Networks and Applications / Issue 3/2012
Print ISSN: 1383-469X
Electronic ISSN: 1572-8153
DOI
https://doi.org/10.1007/s11036-010-0243-9

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