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CEAS 2006 Conference on Email and Anti-Spam

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CEAS
2006
Springer

165views Internet Technology» more CEAS 2006»

Spam Filtering with Naive Bayes - Which Naive Bayes?

14 years 4 months ago

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Naive Bayes is very popular in commercial and open-source anti-spam e-mail filters. There are, however, several forms of Naive Bayes, something the anti-spam literature does not a...

Vangelis Metsis, Ion Androutsopoulos, Georgios Pal...

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Id	Views	Title	Status

1	165	Spam Filtering with Naive Bayes - Which Naive Bayes?	claim
2	155	An Adaptive, Semi-Structured Language Model Approach to Spam Filtering on a New Corpus	claim
3	147	Fast Uncertainty Sampling for Labeling Large E-mail Corpora	claim
4	139	Annotating Subsets of the Enron Email Corpus	claim
5	137	Introducing the Webb Spam Corpus: Using Email Spam to Identify Web Spam Automatically	claim
6	134	Online Discriminative Spam Filter Training	claim
7	114	"Sorry, I Forgot the Attachment": Email Attachment Prediction	claim
8	111	Batch and Online Spam Filter Comparison	claim
9	107	The Effects of Anti-Spam Methods on Spam Mail	claim
10	107	Sender Reputation in a Large Webmail Service	claim
11	104	Can DNS-Based Blacklists Keep Up with Bots?	claim
12	100	Email Thread Reassembly Using Similarity Matching	claim
13	98	Learning at Low False Positive Rates	claim
14	91	Teaching Spam and Spyware at the University of C@1g4ry	claim
15	90	Spamalot: A Toolkit for Consuming Spammers' Resources	claim
16	89	An Email and Meeting Assistant Using Graph Walks	claim
17	88	An Empirical Study of Clustering Behavior of Spammers and Group-based Anti-Spam Strategies	claim
18	88	CC Prediction with Graphical Models	claim
19	80	Algorithmically Determining Store-and-Forward MTA Relays Using DomainKeys	claim
20	79	Using E-Mail Social Network Analysis for Detecting Unauthorized Accounts	claim
21	78	Using Early Results from the 'spamHINTS' Project to Estimate an ISP Abuse Team's Task	claim
22	69	Breaking Anti-Spam Systems with Parasitic Spam	claim
23	69	Dynamic Port 25 Blocking to Control SPAM Zombies	claim
24	67	Deployment Experience: Rolling Out a New Antispam Solution in a Large Corporation	claim
25	58	Modeling Identity in Archival Collections of Email: A Preliminary Study	claim
26	57	Observed Trends in Spam Construction Techniques: A Case Study of Spam Evolution	claim

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