Sponsored by

CEAS 2004 Accepted Papers by Topic

Quick Links


Email (non-spam)
Spam filtering (non-statistical)
Spam filtering (statistical)
Identity
Law & Policy
Network Techniques
Spammer Techniques


Email

Extracting social networks and contact information from email and the Web
Aron Culotta, Ron Bekkerman, Andrew McCallum

Inferring Ongoing Activities of Workstation Users by Clustering Email
Yifen Huang, Dinesh Govindaraju, Tom Mitchell, Vitor Rocha de Carvalho, William Cohen

Integration of Email and Task Lists
Simon Corston-Oliver, Eric Ringger, Michael Gamon, Richard Campbell

Introducing the Enron Corpus
Bryan Klimt, Yiming Yang

Learning to Extract Signature and Reply Lines from Email
Vitor Carvalho, William Cohen


Spam filtering (non-statistical)

Chung-Kwei: a Pattern-discovery-based System for the Automatic Identification of Unsolicited E-mail Messages (SPAM)
Isidore Rigoutsos, Tien Huynh

The Impact of Feature Selection on Signature-Driven Spam Detection
Aleksander Kolcz, Abdur Chowdhury, Joshua Alspector

A Multifaceted Approach to Spam Reduction
Barry Leiba, Nathaniel Borenstein

Personalised, Collaborative Spam Filtering
Alan Gray, Mads Haahr

Reputation Network Analysis for Email Filtering
slides
Jennifer Golbeck, James Hendler

SpamGuru: An Enterprise Anti-Spam Filtering System
slides
Richard Segal, Jason Crawford, Jeffrey Kephart, Barry Leiba

Word Stemming to Enhance Spam Filtering
Shabbir Ahmed and Farzana Mithun


Spam filtering (statistical)

Exploring Support Vector Machines and Random Forests for Spam Detection
Gordon Rios, Hongyuan Zha

Filtron: A Learning-Based Anti-Spam Filter
slides
Eirinaios Michelakis, Ion Androutsopoulos, Georgios Paliouras, George Sakkis, and Panagiotis Stamatopoulos

On Attacking Statistical Spam Filters
slides
Gregory L. Wittel and S. Felix Wu

SpamBayes: Effective open-source, Bayesian based, email classification system.
T.A Meyer and B Whateley


Identity

Beyond Identity: Addressing Problems that Persist in an Electronic Mail System with Reliable Sender Identification
slides
Brett Watson

IP Addresses in Email Clients
Joshua Goodman

Multiple Email Addresses: A Socio-technical Investigation
Benjamin Gross


Law & Policy

European Union vs. Spam: A Legal Response
slides
Nicola Lugaresi

Internet Users and Spam: What the attitudes and behavior of Internet users can tell us about fighting spam
Deborah Fallows

Managing Customer Opt-Outs in a Complex Global Environment
Matt Leonard, Mayra Rodriguez, Richard Segal, Robert Shoop

No-Email-Collection Flag
slides
Matthew Prince, Arthur M. Keller & Ben Dahl

Shall We Stop All Unsolicited Email Messages?
Rui Dai, Kang Li

Technological Responses to the Problem of Spam: Preserving Free Speech and Open Internet Values
Paula Bruening


Network Techniques

Resisting SPAM Delivery by TCP Damping
slides
Kang Li, Calton Pu, Mustaque Ahamad

Stopping Spam by Extrusion Detection
slides
Richard Clayton


Spammer Techniques

Anatomy of a Phishing Email
slides
Christine E. Drake, Jonathan J. Oliver, and Eugene J. Koontz

Trends in Spam Products and Methods
slides
Geoff Hulten, Anthony Penta, Gopalakrishnan Seshadrinathan, Manav Mishra