NDLI: Predicting model for identifying the malicious activity of nodes in MANETs

Content Provider	IEEE Xplore Digital Library
Author	Silva, A. A. A. Pontes, Elvis Guelfi, A. E. Caproni, I. Aguiar, R. Zhou, F. Kofuji, S. T.
Copyright Year	2015
Description	Author affiliation: LSI-POLI, Universidade de Sao Paulo, Brazil (Silva, A. A. A.; Pontes, Elvis; Caproni, I.; Kofuji, S. T.) \|\| IT, Universidade de Aveiro, Aveiro, Portugal (Aguiar, R.) \|\| CERI-LIA, University of Avignon, Agroparc BP 1228, Avignon, France (Zhou, F.) \|\| FIPP, Western Sao Paulo University, Sao Paulo, Brazil (Guelfi, A. E.)
Abstract	For many applications based on Mobile Ad Hoc Networks (MANETs), the position of the nodes is generally hard to be determined. In sensor networks, for instance, such information may be critical for the MANETs. Additionally, one problem to be faced in this scenario is the fake parameters broadcasted by misbehaving/malicious nodes, which can either compromise results about positioning, or deplete power resources of mobile devices. Therefore, in this paper we propose a model for (1) identifying the fake parameters broadcasted in the network, and for (2) detecting the malicious/misbehaving nodes. The Linear Regression and Variance Analysis (LRVA) are both the basis for the multi-step-ahead predictions in this paper. Through NS-2 and Avrora, we simulated the movement and energy consumption of nodes in a MANET, analyzing the time series of beacon-packets exchanged in the network. As a result of the LRVA employment, the fake parameters broadcasted in the network were detected, with the malicious/misbehaving nodes identified. The simulations presented in this paper show low power consumption, which allows the jointly employment of LRVA with other security techniques in the MANETs.
Starting Page	700
Ending Page	707
File Size	228161
Page Count	8
File Format	PDF
e-ISBN	9781467371940
DOI	10.1109/ISCC.2015.7405596
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2015-07-06
Publisher Place	Cyprus
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Ad hoc networks Mobile computing Time series analysis Market research Mathematical model Linear regression Security
Content Type	Text
Resource Type	Article

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in