Shuguo Han

According to our database, Shuguo Han authored at least 14 papers between 2007 and 2015.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2015

Orthogonal mechanism for answering batch queries with differential privacy.

Dong Huang, Shuguo Han, Xiaoli Li, Philip S. Yu

Proceedings of the 27th International Conference on Scientific and Statistical Database Management, 2015

Achieving Accuracy Guarantee for Answering Batch Queries with Differential Privacy.

Dong Huang, Shuguo Han, Xiaoli Li

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2015

2014

Encrypted Set Intersection Protocol for Outsourced Datasets.

Fang Liu, Wee Keong Ng, Wei Zhang, Do Hoang Giang, Shuguo Han

Proceedings of the 2014 IEEE International Conference on Cloud Engineering, 2014

2013

Privacy Preserving Support Vector Machine Using Non-linear Kernels on Hadoop Mahout.

Sin G. Teo, Shuguo Han, Vincent C. S. Lee

Proceedings of the 16th IEEE International Conference on Computational Science and Engineering, 2013

2012

A Study of Efficiency and Accuracy of Secure Multiparty Protocol in Privacy-Preserving Data Mining.

Sin G. Teo, Vincent C. S. Lee, Shuguo Han

Proceedings of the 26th International Conference on Advanced Information Networking and Applications Workshops, 2012

2011

Classifying Graphs Using Theoretical Metrics: A Study of Feasibility.

Linhong Zhu, Wee Keong Ng, Shuguo Han

Proceedings of the Database Systems for Adanced Applications, 2011

2010

Privacy-Preserving Gradient-Descent Methods.

Shuguo Han, Wee Keong Ng, Li Wan, Vincent C. S. Lee

IEEE Trans. Knowl. Data Eng., 2010

2009

Secure Building Blocks for Data Privacy.

Shuguo Han

Proceedings of the Encyclopedia of Data Warehousing and Mining, Second Edition (4 Volumes), 2009

Privacy-Preserving Singular Value Decomposition.

Shuguo Han, Wee Keong Ng, Philip S. Yu

Proceedings of the 25th International Conference on Data Engineering, 2009

2008

Preemptive Measures against Malicious Party in Privacy-Preserving Data Mining.

Shuguo Han, Wee Keong Ng

Proceedings of the SIAM International Conference on Data Mining, 2008

Privacy-Preserving Linear Fisher Discriminant Analysis.

Shuguo Han, Wee Keong Ng

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2008

2007

Privacy-preservation for gradient descent methods.

Li Wan, Wee Keong Ng, Shuguo Han, Vincent C. S. Lee

Proceedings of the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2007

Privacy-Preserving Self-Organizing Map.

Shuguo Han, Wee Keong Ng

Proceedings of the Data Warehousing and Knowledge Discovery, 9th International Conference, 2007

Privacy-Preserving Genetic Algorithms for Rule Discovery.

Shuguo Han, Wee Keong Ng

Proceedings of the Data Warehousing and Knowledge Discovery, 9th International Conference, 2007