Collaborative Spam Filtering Using E-Mail Networks

Joseph S. Kong; B. Rezaei; N. Sarshar; Vwani Roychowdhury; P. Oscar Boykin

doi:10.1109/mc.2006.257

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JOURNAL ARTICLE

Collaborative Spam Filtering Using E-Mail Networks

Joseph S. Kong B. Rezaei N. Sarshar Vwani Roychowdhury P. Oscar Boykin

Year: 2006 Journal: Computer Vol: 39 (8)Pages: 67-73 Publisher: IEEE Computer Society

DOI: 10.1109/mc.2006.257

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Abstract

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.

Keywords:

Computer science Cyberspace Scalability Set (abstract data type) Social network (sociolinguistics) World Wide Web Distributed computing Computer network The Internet Social media Database

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13.12

FWCI (Field Weighted Citation Impact)

Refs

0.98

Citation Normalized Percentile

Is in top 1%

Is in top 10%

Citation History

Topics

Spam and Phishing Detection

Physical Sciences → Computer Science → Information Systems

Complex Network Analysis Techniques

Physical Sciences → Physics and Astronomy → Statistical and Nonlinear Physics

Peer-to-Peer Network Technologies

Physical Sciences → Computer Science → Computer Networks and Communications

Collaborative Spam Filtering Using E-Mail Networks

Abstract

Metrics

Citation History

Topics

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