Collaborative Spam Filtering Using E-Mail Networks

Computer
2006
Issue No. 8 - August
Abstract - Collaborative Spam Filtering Using E-Mail Networks

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	Similar Articles Articles by Joseph S. Kong Articles by Behnam A. Rezaei Articles by Nima Sarshar Articles by Vwani P. Roychowdhury Articles by P. Oscar Boykin

August 2006 (vol. 39 no. 8)

pp. 67-73

	ASCII Text	x
	Joseph S. Kong, Behnam A. Rezaei, Nima Sarshar, Vwani P. Roychowdhury, P. Oscar Boykin, "Collaborative Spam Filtering Using E-Mail Networks," Computer, vol. 39, no. 8, pp. 67-73, August, 2006.

	BibTex	x
	@article{ 10.1109/MC.2006.257, author = {Joseph S. Kong and Behnam A. Rezaei and Nima Sarshar and Vwani P. Roychowdhury and P. Oscar Boykin}, title = {Collaborative Spam Filtering Using E-Mail Networks}, journal ={Computer}, volume = {39}, number = {8}, issn = {0018-9162}, year = {2006}, pages = {67-73}, doi = {http://doi.ieeecomputersociety.org/10.1109/MC.2006.257}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, }

	RefWorks Procite/RefMan/Endnote	x
	TY - MGZN JO - Computer TI - Collaborative Spam Filtering Using E-Mail Networks IS - 8 SN - 0018-9162 SP67 EP73 EPD - 67-73 A1 - Joseph S. Kong, A1 - Behnam A. Rezaei, A1 - Nima Sarshar, A1 - Vwani P. Roychowdhury, A1 - P. Oscar Boykin, PY - 2006 KW - spam KW - e-mail networks VL - 39 JA - Computer ER -

Joseph S. Kong, University of California, Los Angeles

Behnam A. Rezaei, University of California, Los Angeles

Nima Sarshar, University of California, Los Angeles

Vwani P. Roychowdhury, University of California, Los Angeles

P. Oscar Boykin, University of Florida

DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/MC.2006.257

A distributed spam-filtering system that leverages e-mail networks' topological properties is more efficient and scalable than client-server-based solutions. Large-scale simulations of a prototype system reveal that this approach achieves a near-perfect spam detection rate while minimizing bandwidth cost.

Index Terms:

spam, e-mail networks

Citation:

Joseph S. Kong, Behnam A. Rezaei, Nima Sarshar, Vwani P. Roychowdhury, P. Oscar Boykin, "Collaborative Spam Filtering Using E-Mail Networks," Computer, vol. 39, no. 8, pp. 67-73, Aug. 2006, doi:10.1109/MC.2006.257

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