Privacy-preserving outsourcing support vector machines with random transformation

Privacy-preserving data mining

SIGMOD '00 Proceedings of the 2000 ACM SIGMOD international conference on Management of data

SSVM: A Smooth Support Vector Machine for Classification

Computational Optimization and Applications

Learning with Kernels: Support Vector Machines, Regularization, Optimization, and Beyond

Learning with Kernels: Support Vector Machines, Regularization, Optimization, and Beyond

Executing SQL over encrypted data in the database-service-provider model

Proceedings of the 2002 ACM SIGMOD international conference on Management of data

Protecting Respondents' Identities in Microdata Release

IEEE Transactions on Knowledge and Data Engineering

Privacy Preserving Data Mining

CRYPTO '00 Proceedings of the 20th Annual International Cryptology Conference on Advances in Cryptology

k-anonymity: a model for protecting privacy

International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems

Achieving k-anonymity privacy protection using generalization and suppression

International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems

Privacy preserving mining of association rules

Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining

Privacy preserving association rule mining in vertically partitioned data

Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining

Order preserving encryption for numeric data

SIGMOD '04 Proceedings of the 2004 ACM SIGMOD international conference on Management of data

Privacy-Preserving Distributed Mining of Association Rules on Horizontally Partitioned Data

IEEE Transactions on Knowledge and Data Engineering

Privacy Preserving Data Classification with Rotation Perturbation

ICDM '05 Proceedings of the Fifth IEEE International Conference on Data Mining

Privacy-preserving SVM using nonlinear kernels on horizontally partitioned data

Proceedings of the 2006 ACM symposium on Applied computing

Cryptographically private support vector machines

Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining

Security in outsourcing of association rule mining

VLDB '07 Proceedings of the 33rd international conference on Very large data bases

Privacy-preserving SVM classification

Knowledge and Information Systems

Privacy-preserving classification of vertically partitioned data via random kernels

ACM Transactions on Knowledge Discovery from Data (TKDD)

Releasing the SVM Classifier with Privacy-Preservation

ICDM '08 Proceedings of the 2008 Eighth IEEE International Conference on Data Mining

Using Anonymized Data for Classification

ICDE '09 Proceedings of the 2009 IEEE International Conference on Data Engineering

Secure kNN computation on encrypted databases

Proceedings of the 2009 ACM SIGMOD International Conference on Management of data

Privacy-Preserving SVM classification on vertically partitioned data

PAKDD'06 Proceedings of the 10th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining

A study on reduced support vector machines

IEEE Transactions on Neural Networks

Reduced Support Vector Machines: A Statistical Theory

IEEE Transactions on Neural Networks