DocumentCode :
3596804
Title :
A Formal Approach towards Assessing the Effectiveness of Anti-Spam Procedures
Author :
Schryen, Guido
Author_Institution :
RWTH Aachen University
Volume :
6
fYear :
2006
Abstract :
Spam e-mails have become a serious technological and economic problem. So far we have been reasonably able to resist spam e-mails and use the Internet for regular communication by deploying complementary anti-spam approaches. However, if we are to avert the danger of losing the Internet e-mail service as a valuable, free, and worldwide medium of open communication, anti-spam activities should be performed more systematically than is done in current, mainly heuristic, anti-spam approaches. A formal framework within which the modes of spam delivery, anti-spam approaches, and their effectiveness can be investigated, may encourage a shift in methodology and pave the way for new, holistic anti-spam approaches. This paper presents a model of the Internet e-mail infrastructure as a directed graph and a deterministic finite automaton, and draws on automata theory to formally derive the modes of spam delivery possible. Finally the effectiveness of anti-spam approaches in terms of coverage of spamming modes is assessed.
Keywords :
Automata; Electronic mail; IP networks; Information filtering; Information filters; Information systems; Resists; Statistics; Unsolicited electronic mail; Web and internet services;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
System Sciences, 2006. HICSS '06. Proceedings of the 39th Annual Hawaii International Conference on
ISSN :
1530-1605
Print_ISBN :
0-7695-2507-5
Type :
conf
DOI :
10.1109/HICSS.2006.9
Filename :
1579549
Link To Document :
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