Privacy-Preserving Multi-Class Support Vector Machine for Outsourcing the Data Classification in Cloud

@article{Rahulamathavan2014PrivacyPreservingMS,
  title={Privacy-Preserving Multi-Class Support Vector Machine for Outsourcing the Data Classification in Cloud},
  author={Yogachandran Rahulamathavan and Raphael C.-W. Phan and Suresh Veluru and Kanapathippillai Cumanan and Muttukrishnan Rajarajan},
  journal={IEEE Transactions on Dependable and Secure Computing},
  year={2014},
  volume={11},
  pages={467-479}
}
Emerging cloud computing infrastructure replaces traditional outsourcing techniques and provides flexible services to clients at different locations via Internet. This leads to the requirement for data classification to be performed by potentially untrusted servers in the cloud. Within this context, classifier built by the server can be utilized by clients in order to classify their own data samples over the cloud. In this paper, we study a privacy-preserving (PP) data classification technique… CONTINUE READING
Highly Cited
This paper has 64 citations. REVIEW CITATIONS