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Open Access Publications from the University of California

Collaborative spam filtering using e-mail networks

  • Author(s): Kong, Joseph S
  • Rezaei, B A
  • Sarshar, N
  • Roychowdhury, V P
  • Boykin, P O
  • et al.
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.

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