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Analysis of Sybil Attack in Kademlia based P2P Botnets

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Analysis of Sybil Attack in Kademlia based P2P Botnets

Guo, Feng (2013) Analysis of Sybil Attack in Kademlia based P2P Botnets. Masters thesis, Concordia University.

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Abstract

This thesis focused on Sybil attack analysis in Peer-to-Peer botnet based on Kademlia network protocol and architecture. With the consideration of the node space may not be full, each node location was assumed to have a probability p to be taken. The objective of this research is to theoretically evaluate such botnet/network’s robustness under two types of malicious attack - random Sybil attack and fake target attack. Probability of successfully finding a target node that can be possibly locating anywhere in the network is taken as the main evaluation factor. With different key parameters, mathematical models are established and partial closed-form formulas have been proposed. Numerical results generated by Matlab are demonstrated and analyzed to conclusion.

Divisions:Concordia University > Gina Cody School of Engineering and Computer Science > Electrical and Computer Engineering
Item Type:Thesis (Masters)
Authors:Guo, Feng
Institution:Concordia University
Degree Name:M.A. Sc.
Program:Electrical and Computer Engineering
Date:December 2013
Thesis Supervisor(s):Qiu, Dongyu
ID Code:978139
Deposited By: FENG GUO
Deposited On:16 Jun 2014 18:52
Last Modified:18 Jan 2018 17:46
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