Corpus ID: 15903653

A Case Study of User-Level Spam Filtering

  title={A Case Study of User-Level Spam Filtering},
  author={Kamini Bajaj and J. Pieprzyk},
There are number of Anti-Spam filters that have reduced the amount of email spam in the inbox but the problem still continues as the spammers circumvent these techniques. The problems need to be addressed from different aspects. Major problem for instance arises when these anti-spam techniques misjudge or misclassify legitimate emails as spam (false positive); or fail to deliver or block spam on the SMTP server (false negative); thus causing a staggering cost in loss of time, effort and finance… Expand
5 Citations


Effective Anti-Spam Strategies in Companies: An International Study
  • M. Siponen, C. Stucke
  • Business, Computer Science
  • Proceedings of the 39th Annual Hawaii International Conference on System Sciences (HICSS'06)
  • 2006
  • 57
  • PDF
An Empirical Study of Spam and Spam Vulnerable email Accounts
  • 20
  • PDF
Spam filtering using spam mail communities
  • 15
  • PDF
A survey of learning-based techniques of email spam filtering
  • 370
  • PDF
Spam filtering: Comparative analysis of filtering techniques
  • M. Paswan, P. Bala, G. Aghila
  • Engineering
  • IEEE-International Conference On Advances In Engineering, Science And Management (ICAESM -2012)
  • 2012
  • 7
An empirical study of three machine learning methods for spam filtering
  • 71
  • PDF
Architecture of Adaptive Spam Filtering Based on Machine Learning Algorithms
  • 20
Filtering spam e-mail with Generalized Additive Neural Networks
  • T. Toit, H. Kruger
  • Computer Science
  • 2012 Information Security for South Africa
  • 2012
  • 7
  • PDF
Miracle cures and toner cartridges:finding solutions to the spam problem
  • 8
  • PDF
A survey of emerging approaches to spam filtering
  • 84
  • PDF