Privacy-preserving data mining
SIGMOD '00 Proceedings of the 2000 ACM SIGMOD international conference on Management of data
Using sample size to limit exposure to data mining
Journal of Computer Security - Special issue on database security
Privately computing a distributed k-nn classifier
PKDD '04 Proceedings of the 8th European Conference on Principles and Practice of Knowledge Discovery in Databases
Privacy constraint processing in a privacy-enhanced database management system
Data & Knowledge Engineering
Privacy-Preserving Data Mining Applications in the Malicious Model
ICDMW '07 Proceedings of the Seventh IEEE International Conference on Data Mining Workshops
The applicability of the perturbation based privacy preserving data mining for real-world data
Data & Knowledge Engineering
Hi-index | 0.01 |
In this paper we first examine data mining applications in security and their implications for privacy. We then examine the notion of privacy and provide an overview of the developments especially those on privacy preserving data mining. We then provide an agenda for research on privacy and data mining.