DocumentCode
2298290
Title
IPGroupRep: A Novel Reputation Based System for Anti-Spam
Author
Zhang, Hong ; Duan, Haixin ; Liu, Wu ; Wu, Jianping
Author_Institution
Dept. of Comput. Sci. & Technol., Tsinghua Univ. Beijing, Beijing, China
fYear
2009
fDate
7-9 July 2009
Firstpage
513
Lastpage
518
Abstract
While reputation systems have already been applied into the field of anti-spam, they still have some shortcomings,in terms of reputation database scale and vulnerable to be evaded by the adverse users. To solve these problems,we present a novel reputation system named IPGroupRep.The performance of this system is evaluated on some real world dataset, and compared to the existing reputation systems. The experimental results show that IPGroupRep could effectively separate spam from legitimate messages .
Keywords
IP networks; Internet; unsolicited e-mail; IPGroupRep; anti-spam; reputation based system; reputation database; Clustering algorithms; Computer networks; Computer science; Conferences; Databases; Information science; Information security; Internet; Laboratories; Pervasive computing;
fLanguage
English
Publisher
ieee
Conference_Titel
Ubiquitous, Autonomic and Trusted Computing, 2009. UIC-ATC '09. Symposia and Workshops on
Conference_Location
Brisbane, QLD
Print_ISBN
978-1-4244-4902-6
Electronic_ISBN
978-0-7695-3737-5
Type
conf
DOI
10.1109/UIC-ATC.2009.15
Filename
5319184
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