-
1
-
-
79957445051
-
-
Commtouch, Q4 2008 Internet Threats Trend Report Jan., [Online]. Available
-
Commtouch, Q4 2008 Internet Threats Trend Report Jan. 2009 [Online]. Available: http://www.pallas.com/fileadmin/img/content/ publikationen/Commtouch- Pallas-2008-Q4-Internet- Threats-Trend-Report.pdf
-
(2009)
-
-
-
3
-
-
0009304541
-
-
e-mail AAAI Tech. Rep.WS-98-05
-
M. Sahami, S. Dumais, D. Heckerman, and E. Horvitz, A Baysian Approach to Filtering Junk e-mail AAAI Tech. Rep.WS-98-05, 1998, pp. 55-62.
-
(1998)
A Baysian Approach to Filtering Junk
, pp. 55-62
-
-
Sahami, M.1
Dumais, S.2
Heckerman, D.3
Horvitz, E.4
-
5
-
-
35648936931
-
Time-efficient spam e-mail filtering using n-gram models
-
DOI 10.1016/j.patrec.2007.07.018, PII S0167865507002644
-
A. Ciltik and T. Gungor, "Time-efficient spam e-mail filtering using n-gram models," Pattern Recognit. Lett., vol. 29, no. 1, pp. 19-33, 2008. (Pubitemid 350026659)
-
(2008)
Pattern Recognition Letters
, vol.29
, Issue.1
, pp. 19-33
-
-
Ciltik, A.1
Gungor, T.2
-
6
-
-
0032594950
-
Support vector machines for spam categorization
-
Sep.
-
H. Drucker, D. Wu, and V. Vapnik, "Support vector machines for spam categorization," IEEE Trans. Neural Netw., vol. 10, no. 5, pp. 1048-1054, Sep. 1999.
-
(1999)
IEEE Trans. Neural Netw.
, vol.10
, Issue.5
, pp. 1048-1054
-
-
Drucker, H.1
Wu, D.2
Vapnik, V.3
-
7
-
-
79957482469
-
Intelligent detection approaches for spam
-
Haikou, China
-
G. Ruan and Y. Tan, "Intelligent detection approaches for spam," in Proc. Third Int. Conf. Natural Computation (ICNC07), Haikou, China, 2007, pp. 1-7.
-
(2007)
Proc. Third Int. Conf. Natural Computation (ICNC07)
, pp. 1-7
-
-
Ruan, G.1
Tan, Y.2
-
8
-
-
34249096224
-
Dirichlet-enhanced spam filtering based on biased samples
-
S. Bickel and T. Scheffer, "Dirichlet-enhanced spam filtering based on biased samples," Adv. Neural Inf. Process. Syst., vol. 19, pp. 161-168, 2007.
-
(2007)
Adv. Neural Inf. Process. Syst.
, vol.19
, pp. 161-168
-
-
Bickel, S.1
Scheffer, T.2
-
9
-
-
37249004798
-
Words versus character n-grams for anti-spam filtering
-
DOI 10.1142/S0218213007003692, PII S0218213007003692
-
I. Kanaris, K. Kanaris, I. Houvardas, and E. Stamatatos, "Words versus character N-grams for anti-spam filtering," Int. J. Artif. Intell. T., vol. 16, no. 6, pp. 1047-1067, 2007. (Pubitemid 350281097)
-
(2007)
International Journal on Artificial Intelligence Tools
, vol.16
, Issue.6
, pp. 1047-1067
-
-
Kanaris, I.1
Kanaris, K.2
Houvardas, I.3
Stamatatos, E.4
-
10
-
-
0043157171
-
Learning to filter spam e-mail: A comparison of a naive bayesian and a memory-based approach
-
I. Androutsopoulos, G. Paliouras, V. Karkaletsis, G. Sakkis, C. D. Spyropoulos, and P. Stamatopoulos, "Learning to filter spam e-mail: A comparison of a naive bayesian and a memory-based approach," in Proc. Workshop "Machine Learning and Textual Information Access," 4th Eur. Conf. Principles and Practice of Knowledge Discovery in Databases (PKDD' 00), 2000, pp. 1-13.
-
(2000)
Proc. Workshop "Machine Learning and Textual Information Access," 4th Eur. Conf. Principles and Practice of Knowledge Discovery in Databases (PKDD' 00)
, pp. 1-13
-
-
Androutsopoulos, I.1
Paliouras, G.2
Karkaletsis, V.3
Sakkis, G.4
Spyropoulos, C.D.5
Stamatopoulos, P.6
-
11
-
-
1542634596
-
A memory-based approach to anti-spam filtering for mailing lists
-
DOI 10.1023/A:1022948414856
-
G. Sakkis, I. Androutsopoulos, G. Paliouras, V. Karkaletsis, C. D. Spyropoulos, and P. Stamatopoulos, "A memory-based approach to antispam filtering for mailing lists," Inform. Retrieval, vol. 6, no. 1, pp. 49-73, 2003. (Pubitemid 39046524)
-
(2003)
Information Retrieval
, vol.6
, Issue.1
, pp. 49-73
-
-
Sakkis, G.1
Androutsopoulos, I.2
Paliouras, G.3
Karkaletsis, V.4
Spyropoulos, C.D.5
Stamatopoulos, P.6
-
12
-
-
84945194999
-
A neural network based approach to automated e-mail classification
-
Halifax, Canada
-
J. Clark, I. Koprinska, and J. Poon, "A neural network based approach to automated e-mail classification," in Proc. IEEE Int. Conf. Web Intelligence (WI' 03), Halifax, Canada, 2003, pp. 702-705.
-
(2003)
Proc. IEEE Int. Conf. Web Intelligence (WI' 03)
, pp. 702-705
-
-
Clark, J.1
Koprinska, I.2
Poon, J.3
-
13
-
-
58349104374
-
Behavior-based spam detection using a hybrid method of rule-based techniques and neural networks
-
Apr.
-
C.-H. Wu, "Behavior-based spam detection using a hybrid method of rule-based techniques and neural networks," Expert Syst. Appl., vol. 36, no. 3, pp. 4321-4330, Apr. 2009.
-
(2009)
Expert Syst. Appl.
, vol.36
, Issue.3
, pp. 4321-4330
-
-
Wu, C.-H.1
-
17
-
-
43049157979
-
Identification of spam messages using an approach inspired on the immune system
-
Jun.
-
T. S. Guzella, T. A. Mota-Santos, J. Q. Uchôa, and W. M. Caminhas, "Identification of spam messages using an approach inspired on the immune system," Biosystems, vol. 92, no. 3, pp. 215-225, Jun. 2008.
-
(2008)
Biosystems
, vol.92
, Issue.3
, pp. 215-225
-
-
Guzella, T.S.1
Mota-Santos, T.A.2
Uchôa, J.Q.3
Caminhas, W.M.4
-
18
-
-
70449360772
-
Concentration based feature construction approach for spam detection
-
Atlanta, GA, Jun. 14-19
-
Y. Tan, C. Deng, and G. Ruan, "Concentration based feature construction approach for spam detection," in Proc. IEEE Int. Joint Conf. Neural Networks (IJCNN2009), Atlanta, GA, Jun. 14-19, 2009, pp. 3088-3093.
-
(2009)
Proc. IEEE Int. Joint Conf. Neural Networks (IJCNN2009)
, pp. 3088-3093
-
-
Tan, Y.1
Deng, C.2
Ruan, G.3
-
19
-
-
70349292142
-
A three-layer back-propagation neural network for spam detection using artificial immune concentration
-
G. Ruan and Y. Tan, "A three-layer back-propagation neural network for spam detection using artificial immune concentration," Soft Comput., vol. 14, pp. 139-150, 2010.
-
(2010)
Soft Comput.
, vol.14
, pp. 139-150
-
-
Ruan, G.1
Tan, Y.2
-
20
-
-
33846309260
-
Advances in artificial immune systems
-
Nov.
-
D. Dasgupta, "Advances in artificial immune systems," IEEE Comput. Intell. Mag., vol. 1, no. 4, pp. 40-49, Nov. 2006.
-
(2006)
IEEE Comput. Intell. Mag.
, vol.1
, Issue.4
, pp. 40-49
-
-
Dasgupta, D.1
-
21
-
-
79957479795
-
-
Wikipedia [Online]. Available
-
Wikipedia [Online]. Available: http://en.wikipedia.org/wiki/Information- gain
-
-
-
-
22
-
-
33847673255
-
Learning to classify e-mail
-
DOI 10.1016/j.ins.2006.12.005, PII S0020025506003707, Including Special Issue on Hybrid Intelligent Systems
-
I. Koprinska, J. Poon, J. Clark, and J. Chan, "Learning to classify e-mail," Inform. Sci., vol. 177, pp. 2167-2187, 2007. (Pubitemid 46356315)
-
(2007)
Information Sciences
, vol.177
, Issue.10
, pp. 2167-2187
-
-
Koprinska, I.1
Poon, J.2
Clark, J.3
Chan, J.4
-
24
-
-
67349246464
-
A review of machine learning approaches to spam filtering
-
T. S. Guzella and M. Caminhas, "A review of machine learning approaches to spam filtering," Expert Syst. Appl., vol. 36, pp. 10206-10222, 2009.
-
(2009)
Expert Syst. Appl.
, vol.36
, pp. 10206-10222
-
-
Guzella, T.S.1
Caminhas, M.2
-
25
-
-
67349104235
-
-
University of Trento, Information Engineering and Computer Science Department, Trento, Italy, Tech. Rep. DIT- 06-065, Jan.
-
E. Blanzieri and A. Bryl, A Survey of Learning-Based Techniques of e-mail Spam Filtering University of Trento, Information Engineering and Computer Science Department, Trento, Italy, Tech. Rep. DIT-06-065, Jan. 2008.
-
(2008)
A Survey of Learning-based Techniques of e-mail Spam Filtering
-
-
Blanzieri, E.1
Bryl, A.2
-
26
-
-
33750975866
-
-
Tech. Rep. 2004/2, Oct., minor corrections
-
I. Androutsopoulos, G. Paliouras, and E. Michelakis, Learning to Filter Unsolicited Commercial E-mail NCSR "Demokritos" Tech. Rep. 2004/2, Oct. 2006, minor corrections.
-
(2006)
Learning to Filter Unsolicited Commercial E-mail NCSR Demokritos
-
-
Androutsopoulos, I.1
Paliouras, G.2
Michelakis, E.3
-
28
-
-
26444450900
-
Sparse binary polynomial hashing and the CRM114 discriminator
-
Cambrige, MA
-
W. S. Yerazunis, "Sparse binary polynomial hashing and the CRM114 discriminator," in Proc. 2003 Spam Conf., Cambrige, MA, 2003.
-
(2003)
Proc. 2003 Spam Conf.
-
-
Yerazunis, W.S.1
-
29
-
-
35048865513
-
Combining winnow and orthogonal sparse bigrams for incremental spam filtering
-
C. Siefkes, F. Assis, S. Chhabra, and W. S. Yerazunis, "Combining winnow and orthogonal sparse bigrams for incremental spam filtering," Lecture Notes Comput. Sci., vol. 3202/2004, pp. 410-421, 2004. (Pubitemid 39740421)
-
(2004)
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
, vol.3202
, pp. 410-421
-
-
Siefkes, C.1
Assis, F.2
Chhabra, S.3
Yerazunis, W.S.4
-
31
-
-
78149294561
-
-
Ph.D. dissertation, Tufts Univ., Somerville, MA
-
D. Sculley, "Advances in Online Learning-Based Spam Filtering," Ph.D. dissertation, Tufts Univ., Somerville, MA, 2008.
-
(2008)
Advances in Online Learning-Based Spam Filtering
-
-
Sculley, D.1
-
32
-
-
84904809957
-
Spam filtering with naive bayes-Which naive bayes?
-
Mountain View, CA
-
V. Metsis, I. Androutsopoulos, and G. Paliouras, "Spam filtering with naive bayes-Which naive bayes?," in Proc. 3rd Conf. Email and Anti- Spam (CEAS'06), Mountain View, CA, 2006, pp. 125-134.
-
(2006)
Proc. 3rd Conf. Email and Anti- Spam (CEAS'06)
, pp. 125-134
-
-
Metsis, V.1
Androutsopoulos, I.2
Paliouras, G.3
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