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ACSAC
2006
IEEE
13 years 10 months ago
Addressing SMTP-Based Mass-Mailing Activity within Enterprise Networks
Malicious mass-mailing activity on the Internet is a serious and continuing threat that includes mass-mailing worms, spam, and phishing. A mechanism commonly used to deliver such ...
David Whyte, Paul C. van Oorschot, Evangelos Krana...
VIZSEC
2004
Springer
13 years 10 months ago
Email archive analysis through graphical visualization
The analysis of the vast storehouse of email content accumulated or produced by individual users has received relatively little attention other than for specific tasks such as spa...
Wei-Jen Li, Shlomo Hershkop, Salvatore J. Stolfo
INFOCOM
2009
IEEE
13 years 11 months ago
Fighting Spam with the NeighborhoodWatch DHT
—In this paper, we present DHTBL, an anti-spam blacklist built upon a novel secure distributed hash table (DHT). We show how DHTBL can be used to replace existing DNS-based black...
Adam Bender, Rob Sherwood, Derek Monner, Nathan Go...
KDD
2005
ACM
161views Data Mining» more  KDD 2005»
14 years 5 months ago
Combining email models for false positive reduction
Machine learning and data mining can be effectively used to model, classify and discover interesting information for a wide variety of data including email. The Email Mining Toolk...
Shlomo Hershkop, Salvatore J. Stolfo
CEC
2007
IEEE
13 years 11 months ago
Concerning the potential of evolutionary support vector machines
— Within the present paper, we put forward a novel hybridization between support vector machines and evolutionary algorithms. Evolutionary support vector machines consider the cl...
Ruxandra Stoean, Mike Preuss, Catalin Stoean, Dumi...