DocumentCode
3296129
Title
Trust framework for P2P networks using peer-profile based anomaly technique
Author
Stakhanova, Natalia ; Basu, Samik ; Wong, Johnny ; Stakhanov, Oleg
Author_Institution
Dept. of Comput. Sci., Iowa State Univ., Ames, IA, USA
fYear
2005
fDate
6-10 June 2005
Firstpage
203
Lastpage
209
Abstract
Popularity of peer-to-peer (P2P) networks exposed a number of security vulnerabilities including the problem of finding reliable communication partners. In this paper, we present an integrated trust framework for P2P networks that quantifies the trustworthiness of a peer using reputation-based trust mechanism and anomaly detection technique. We describe anomaly detection procedure that analyzes peer activity on the network and flags potentially malicious behavior by detecting deviation from peer profile. We study the performance of our trust framework using simulation and compare it with the existing reputation-based system which does not employ an anomaly detection mechanism.
Keywords
peer-to-peer computing; security of data; anomaly detection technique; peer-profile based anomaly technique; peer-to-peer network; reliable communication partner; reputation-based trust mechanism; Communication system security; Computational modeling; Computer science; Computer security; Context; Intrusion detection; Peer to peer computing; Sociology; Telecommunication network reliability; Ubiquitous computing;
fLanguage
English
Publisher
ieee
Conference_Titel
Distributed Computing Systems Workshops, 2005. 25th IEEE International Conference on
Print_ISBN
0-7695-2328-5
Type
conf
DOI
10.1109/ICDCSW.2005.137
Filename
1437176
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