PeerMate: a malicious peer detection algorithm for P2P systems based on MSPCA

Many reputation management schemes have been introduced to assist peers to choose the most trustworthy collaborators in P2P environment where honest peers coexist with malicious ones. These schemes indeed provide some useful information about the reliability of peers, but still suffer from various a...

Full description

Bibliographic Details
Main Authors:	Wei, Xianglin, Ahmed, Tarem, Chen, Ming, Pathan, Al-Sakib Khan
Format:	Conference or Workshop Item
Language:	English
Published:	2012
Subjects:	Q Science (General) QA75 Electronic computers. Computer science QA76 Computer software
Online Access:	http://irep.iium.edu.my/6015/ http://irep.iium.edu.my/6015/ http://irep.iium.edu.my/6015/1/PeerMate_-_A_malicious_peer_detection_algorithm.pdf

id	iium-6015
recordtype	eprints
spelling	iium-60152012-07-23T01:49:16Z http://irep.iium.edu.my/6015/ PeerMate: a malicious peer detection algorithm for P2P systems based on MSPCA Wei, Xianglin Ahmed, Tarem Chen, Ming Pathan, Al-Sakib Khan Q Science (General) QA75 Electronic computers. Computer science QA76 Computer software Many reputation management schemes have been introduced to assist peers to choose the most trustworthy collaborators in P2P environment where honest peers coexist with malicious ones. These schemes indeed provide some useful information about the reliability of peers, but still suffer from various attacks including slandering, collusion and so on. Consequently, how to detect malicious peers plays a critical role in successful work of these mechanisms, and it will also be our focus in this paper. Firstly, we divide the malicious peers into six categories; secondly, we bring forward PeerMate, a malicious peers detection algorithm based on Multiscale Principal Component Analysis (MSPCA) and Quality of Reconstruction (QR), to detect malicious peers in reputation based P2P systems; finally, we show through simulations that PeerMate can detect malicious peers efficiently and accurately. 2012-03 Conference or Workshop Item PeerReviewed application/pdf en http://irep.iium.edu.my/6015/1/PeerMate_-_A_malicious_peer_detection_algorithm.pdf Wei, Xianglin and Ahmed, Tarem and Chen, Ming and Pathan, Al-Sakib Khan (2012) PeerMate: a malicious peer detection algorithm for P2P systems based on MSPCA. In: International Conference on Computing, Networking and Communications (IEEE ICNC 2012), January 30 - February 2, 2012, Maui, Hawaii, USA. http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=6167537
repository_type	Digital Repository
institution_category	Local University
institution	International Islamic University Malaysia
building	IIUM Repository
collection	Online Access
language	English
topic	Q Science (General) QA75 Electronic computers. Computer science QA76 Computer software
spellingShingle	Q Science (General) QA75 Electronic computers. Computer science QA76 Computer software Wei, Xianglin Ahmed, Tarem Chen, Ming Pathan, Al-Sakib Khan PeerMate: a malicious peer detection algorithm for P2P systems based on MSPCA
description	Many reputation management schemes have been introduced to assist peers to choose the most trustworthy collaborators in P2P environment where honest peers coexist with malicious ones. These schemes indeed provide some useful information about the reliability of peers, but still suffer from various attacks including slandering, collusion and so on. Consequently, how to detect malicious peers plays a critical role in successful work of these mechanisms, and it will also be our focus in this paper. Firstly, we divide the malicious peers into six categories; secondly, we bring forward PeerMate, a malicious peers detection algorithm based on Multiscale Principal Component Analysis (MSPCA) and Quality of Reconstruction (QR), to detect malicious peers in reputation based P2P systems; finally, we show through simulations that PeerMate can detect malicious peers efficiently and accurately.
format	Conference or Workshop Item
author	Wei, Xianglin Ahmed, Tarem Chen, Ming Pathan, Al-Sakib Khan
author_facet	Wei, Xianglin Ahmed, Tarem Chen, Ming Pathan, Al-Sakib Khan
author_sort	Wei, Xianglin
title	PeerMate: a malicious peer detection algorithm for P2P systems based on MSPCA
title_short	PeerMate: a malicious peer detection algorithm for P2P systems based on MSPCA
title_full	PeerMate: a malicious peer detection algorithm for P2P systems based on MSPCA
title_fullStr	PeerMate: a malicious peer detection algorithm for P2P systems based on MSPCA
title_full_unstemmed	PeerMate: a malicious peer detection algorithm for P2P systems based on MSPCA
title_sort	peermate: a malicious peer detection algorithm for p2p systems based on mspca
publishDate	2012
url	http://irep.iium.edu.my/6015/ http://irep.iium.edu.my/6015/ http://irep.iium.edu.my/6015/1/PeerMate_-_A_malicious_peer_detection_algorithm.pdf
first_indexed	2023-09-18T20:14:50Z
last_indexed	2023-09-18T20:14:50Z
_version_	1777407718140674048

PeerMate: a malicious peer detection algorithm for P2P systems based on MSPCA

Similar Items