NDLI: Design an anomaly based fuzzy intrusion detection system for packet dropping attack in mobile ad hoc networks

Content Provider	IEEE Xplore Digital Library
Author	Chaudhary, A. Tiwari, V.N. Kumar, A.
Copyright Year	2014
Description	Author affiliation: Manipal Univ. Jaipur (MUJ), Jaipur, India (Chaudhary, A.; Tiwari, V.N.; Kumar, A.)
Abstract	Due to the advancement in communication technologies, mobile ad hoc network increases the ability in terms of ad hoc communication between the mobile nodes. Mobile ad hoc networks do not use any predefined infrastructure during the communication so that all the present mobile nodes which are want to communicate with each other immediately form the topology and initiates the request for data packets to send or receive. In terms of security perspectives, communication via wireless links makes mobile ad hoc networks more vulnerable to attacks because any one can join and move the networks at any time. Particularly, in mobile ad hoc networks one of very common attack is packet dropping attack through the malicious node (s). This paper developed an anomaly based fuzzy intrusion detection system to detect the packet dropping attack from mobile ad hoc networks and this proposed solution also save the resources of mobile nodes in respect to remove the malicious nodes. For implementation point of view, qualnet simulator 6.1 and sugeno-type fuzzy inference system are used to make the fuzzy rule base for analyzing the results. From the simulation results it's proved that proposed system is more capable to detect the packet dropping attack with high positive rate and low false positive under each level (low, medium and high) of speed of mobile nodes.
Sponsorship	IEEE India Counc. C Chapt.
Starting Page	256
Ending Page	261
File Size	185145
Page Count	6
File Format	PDF
e-ISBN	9781479925728
DOI	10.1109/IAdCC.2014.6779330
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2014-02-21
Publisher Place	India
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Fuzzy logic detection methods packet dropping attack MANETs security issues Intrusion detection mobile ad hoc networks (MANETs) fuzzy logic Mobile nodes intrusion detection system (IDS) Mobile computing Mobile ad hoc networks
Content Type	Text
Resource Type	Article

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