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Selected Research Support
- National Science Foundation, "CAREER: A Theoretical Foundation for Achievability and Optimization in Privacy-Preserving Data Mining", 01/01/2008-12/31/2012.
- National Science Foundation, "Collaborative Research: WN: Proper Location Identification in Wireless Networks", 09/01/2007 - 08/31/2010.
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Publications
- Wei Yu, Nan Zhang, Xinwen Fu, Riccardo Bettati, and Wei Zhao, On Localization Attacks to Internet Threat Monitors: An Information-Theoretic Framework, to appear in Proceedings of the 38th IEEE/IFIP International Conference on Dependable Systems and Networks (DSN), 2008.
- Nan Zhang, Wei Zhao, Privacy Protection Against Malicious Adversaries in Distributed Information Sharing Systems, IEEE Transactions on Knowledge and Data Engineering, in press.
- Nan Zhang, Wei Zhao, Privacy-Preserving Data-Mining Systems, IEEE Computer, Vol. 40, No. 4, Pages 52-58, April 2007.
- Nan Zhang, On the Communication Complexity of Privacy-Preserving Information Sharing Protocols, Proceedings of the 5th IEEE International Conference on Intelligence and Security Informatics (ISI), 2007.
- Nan Zhang, Towards Comprehensive Privacy Protection in Data Clustering, Proceedings of the 11th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), 2007.
- Wei Yu, Nan Zhang, Wei Zhao, Self-adaptive worms and countermeasures, Proceedings of the 8th International Symposium on Stabilization, Safety, and Security of Distributed Systems (SSS), 2006.
- Nan Zhang, Wei Zhao, Distributed Privacy Preserving Information Sharing, Proceedings of the 31st International Conference on Very Large Data Bases (VLDB), Pages 889-900, 2005.
- Nan Zhang, Shengquan Wang, Wei Zhao, A New Scheme on Privacy-Preserving Data Classification, Proceedings of the 11th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD), Pages 374-383, 2005.
- Nan Zhang, Wei Zhao, Jianer Chen, Performance Measurements for Privacy Preserving Data Mining, Proceedings of the 9th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), 2005.
- Nan Zhang, Wei Zhao, Jianer Chen, Cardinality-based Inference Control in OLAP Systems: An Information Theoretic Approach, Proceedings of the 7th ACM International Workshop on Data Warehousing and OLAP (DOLAP), 2004.
- Nan Zhang, Shengquan Wang, Wei Zhao, A New Scheme on Privacy Preserving Association Rule Mining, Proceedings of the 8th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD), Pages 484-495, 2004.
Professional Services
- Program Committee Member, 28th IEEE International Conference on Distributed Computing Systems (ICDCS 2008)
- Program Committee Member, 6th IEEE International Conference on Intelligence and Security Informatics (ISI 2008)
- NSF Panelist, 2007
- Program Committee Member, IFIP International Workshop on Network and System Security (NSS 2007)
- Reviewer, IEEE Transactions on Knowledge and Data Engineering (TKDE)
- Reviewer, IEEE Transactions on Parallel and Distributed Systems (TPDS)
- Reviewer, Data Mining and Knowledge Discovery Journal (DMKD)
- Reviewer, Pervasive and Mobile Computing (PMC)
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