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A Learning Automata Based Mechanism to Mitigate Energy Draining Data Flooding Attack in MANETs

Raman Preet1 , Shaveta Rani2 , Paramjeet Singh3

  1. Dept. of Applied Science (Computer Applications), I.K. Gujral Punjab Technical University, Kapurthala, India.
  2. Dept. of CSE, Gaini Zail Singh Campus College of Engineering and Technology, Bathinda, India.
  3. Dept. of CSE, Gaini Zail Singh Campus College of Engineering and Technology, Bathinda, India.

Correspondence should be addressed to: kohliramanpreet@yahoo.com.

Section:Research Paper, Product Type: Journal Paper
Volume-6 , Issue-1 , Page no. 196-202, Jan-2018

CrossRef-DOI:   https://doi.org/10.26438/ijcse/v6i1.196202

Online published on Jan 31, 2018

Copyright © Raman Preet, Shaveta Rani, Paramjeet Singh . This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

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IEEE Style Citation: Raman Preet, Shaveta Rani, Paramjeet Singh, “A Learning Automata Based Mechanism to Mitigate Energy Draining Data Flooding Attack in MANETs,” International Journal of Computer Sciences and Engineering, Vol.6, Issue.1, pp.196-202, 2018.

MLA Style Citation: Raman Preet, Shaveta Rani, Paramjeet Singh "A Learning Automata Based Mechanism to Mitigate Energy Draining Data Flooding Attack in MANETs." International Journal of Computer Sciences and Engineering 6.1 (2018): 196-202.

APA Style Citation: Raman Preet, Shaveta Rani, Paramjeet Singh, (2018). A Learning Automata Based Mechanism to Mitigate Energy Draining Data Flooding Attack in MANETs. International Journal of Computer Sciences and Engineering, 6(1), 196-202.

BibTex Style Citation:
@article{Preet_2018,
author = {Raman Preet, Shaveta Rani, Paramjeet Singh},
title = {A Learning Automata Based Mechanism to Mitigate Energy Draining Data Flooding Attack in MANETs},
journal = {International Journal of Computer Sciences and Engineering},
issue_date = {1 2018},
volume = {6},
Issue = {1},
month = {1},
year = {2018},
issn = {2347-2693},
pages = {196-202},
url = {https://www.ijcseonline.org/full_paper_view.php?paper_id=1658},
doi = {https://doi.org/10.26438/ijcse/v6i1.196202}
publisher = {IJCSE, Indore, INDIA},
}

RIS Style Citation:
TY - JOUR
DO = {https://doi.org/10.26438/ijcse/v6i1.196202}
UR - https://www.ijcseonline.org/full_paper_view.php?paper_id=1658
TI - A Learning Automata Based Mechanism to Mitigate Energy Draining Data Flooding Attack in MANETs
T2 - International Journal of Computer Sciences and Engineering
AU - Raman Preet, Shaveta Rani, Paramjeet Singh
PY - 2018
DA - 2018/01/31
PB - IJCSE, Indore, INDIA
SP - 196-202
IS - 1
VL - 6
SN - 2347-2693
ER -

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Abstract

The inherent characteristics of mobile ad hoc networks make them susceptible to different types of malicious flooding attacks. Data flooding attack is one of them. Such flooding attacks deplete the network bandwidth and other precious resources to a large extent, creating barriers for future communication among legitimate nodes, paralyzing network operations and leading to Denial of Service (DoS) situation. Learning Automata theory has emerged as a useful tool for performing research activities targeting wireless mobile ad hoc networks. In this paper, we present LA-FIDS - a Learning Automata based Flooding Intrusion Detection System that mitigates the effect of data flooding attack in MANETs by detecting and isolating energy draining malicious node from the communication path. The proposed work is an effort to fill the gap mentioned F-IDS scheme, for not mitigating data flooding attack. The proposed mechanism is implemented in NS 2.35 and simulation results show a considerable improvement in network performance as compared to F-IDS scheme in term of various network performance metrics.

Key-Words / Index Term

MANETs, Flooding, Learning Automata, AODV, DoS, QoS

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