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CEAS 2006 Papers

The following twenty-seven papers were selected from seventy-nine submissions by peer review

Algorithmically determining Store-and-forward MTA Relays using DomainKeys
Miles Libbey, Peter Ludemann

An Adaptive, Semi-Structured Language Model Approach to Spam Filtering on a New Corpus
Ben Medlock

An Email and Meeting Assistant using Graph Walks
Einat Minkov, William Cohen

An Empirical Study of Clustering Behavior of Spammers and Group-based Anti-Spam Strategies
Fulu Li, Mo-Han Hsieh

An Exploratory Study of the W3C Mailing List Test Collection for Retrieval of Emails with Pro/Con Arguments
Yejun Wu, Douglas Oard, Ian Soboroff

Annotating Subsets of the Enron Email Corpus
Jade Goldstein, Andres Kwasinski, Paul Kingsbury, Roberta Evans Sabin, Albert McDowell

Batch and Online Spam Filter Comparison
Gordon Cormack, Andrej Bratko

Breaking Anti-Spam Systems with Parasitic Spam
Morton Swimmer, Ian Whalley, Barry Leiba, Nathaniel Borenstein

CC Prediction with Graphical Models
Chris Pal

Can DNS-Based Blacklists Keep Up with Bots?
Anirudh Ramachandran, David Dagon, Nick Feamster

Deployment Experience: Rolling Out a New Antispam Solution in a Large Corporation
Barry Leiba, Jason Crawford

Dynamic Port 25 blocking to control SPAM zombies
Jonathan Schmidt

Email Thread Reassembly Using Similarity Matching
Jen-Yuan Yeh, Aaron Harnly

Fast Uncertainty Sampling for Labeling Large E-mail Corpora
Richard Segal, Ted Markowitz, William Arnold

Introducing the Webb Spam Corpus: Using Email Spam to Identify Web Spam Automatically
Steve Webb, James Caverlee, Calton Pu

Learning at Low False Positive Rates
Wen-tau Yih, Joshua Goodman, Geoff Hulten

Modeling Identity in Archival Collections of Email: A Preliminary Study
Tamer Elsayed, Douglas Oard

Observed Trends in Spam Construction Techniques: A Case Study of Spam Evolution
Calton Pu, Steve Webb

Online Discriminative Spam Filter Training
Joshua Goodman, Wen-tau Yih

Sender Reputation in a Large Webmail Service
Bradley Taylor

"Sorry, I Forgot the Attachment:'' Email Attachment Prediction
Mark Dredze, John Blitzer, Fernando Pereira

Spam Filtering with Naive Bayes – Which Naive Bayes?
Vangelis Metsis, Ion Androutsopoulos, Georgios Paliouras

Spamalot: A Toolkit for Consuming Spammers’ Resources
Peter Nelson, Kenneth Dallmeyer, Lukasz Szybalski, Tom Palarz, Michael Wieher

Teaching Spam and Spyware at the University of C@1g4ry
John Aycock

The Effects of Anti-Spam Methods on Spam Mail
Eilon Solan, Eran Reshef

Using E-Mail Social Network Analysis for Detecting Unauthorized Accounts
Adam O'Donnell, Walter Mankowski, Jeff Abrahamson

Using Early Results from the 'spamHINTS' Project to Estimate an ISP Abuse Team's Task
Richard Clayton

All Papers (pdf, ordered by title, 161 pages)