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
Link To Document :
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