Sonstiges
Comparative Graph Theoretical Characterization of Networks of Spam and Legitimate Email.
2005.
Luiz H. Gomes, Rodrigo B. Almeida, Luis M. A. Bettencourt, Virgilio Almeida und Jussara M. Almeida.
[doi]
[Kurzfassung]
[BibTeX]
Email is an increasingly important and ubiquitous means of communication, both facilitating contact between private individuals and enabling rises in the productivity of organizations. However the relentless rise of automatic unauthorized emails, a.k.a. spam is eroding away much of the attractiveness of email communication. Most of the attention dedicated to date to spam detection has focused on the content of the emails or on the addresses or domains associated with spam senders. Although methods based on these - easily changeable - identifiers work reasonably well they miss on the fundamental nature of spam as an opportunistic relationship, very different from the normal mutual relations between senders and recipients of legitimate email. Here we present a comprehensive graph theoretical analysis of email traffic that captures these properties quantitatively. We identify several simple metrics that serve both to distinguish between spam and legitimate email and to provide a statistical basis for models of spam traffic.
Artikel in Tagungsbänden
Scalable and Reliable Collaborative Spam Filters: Harnessing the Global Social Email Networks..
In:
CEAS.
2005.
Joseph S. Kong, P. Oscar Boykin, Behnam Attaran Rezaei, Nima Sarshar und Vwani P. Roychowdhury.
[doi]
[BibTeX]
Artikel in Zeitschriften
Good Word Attacks on Statistical Spam Filters.
, 2005.
Daniel Lowd und Christopher Meek.
[doi]
[BibTeX]
Technische Berichte
Personal Email Networks: An Effective Anti-Spam Tool.
University of California, Los Angeles, 2004.
P.O. Boykin und V. Roychowdhury.
[doi]
[BibTeX]
Artikel in Tagungsbänden
Extracting social networks and contact information
from email and the Web.
In:
Proc.Conference on Email and Anti-Spam (CEAS).
Mountain View, USA, 2004.
A. Culotta, R. Bekkerman und A.McCallum.
[BibTeX]
Sonstiges
Reputation Network Analysis for Email Filtering.
2004.
J. Golbeck und J. Hendler.
[doi]
[BibTeX]
Artikel in Tagungsbänden
CEM - A Conceptual Email Manager.
In: B. Ganter und G. W. Mineau
(Herausgeber):
Proc. ICCS 2000, Band 1867, Reihe LNAI, Seiten 438-452.
Springer, 2000.
R. Cole und G. Stumme.
[doi]
[BibTeX]