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- 3Database Systems
- 1Artifactual Patterns
- 1Data Mining and Privacy
- 1Data Sanitization
- 1Geometric Data Transformation
- 1Hiding Failure
Technical report TR02-13. Discovering hidden patterns from large amounts of data plays an important role in marketing, business, medical analysis, and other applications where these patterns are paramount for strategic decision making. However, recent research has shown that some discovered...
An Efficient One-Scan Sanitization For Improving The Balance Between Privacy And Knowledge DiscoveryDownload
Technical report TR03-15. In this paper, we address the problem of protecting some sensitive knowledge in transactional databases. The challenge is on protecting actionable knowledge for strategic decisions, but at the same time not losing the great benefit of association rule mining. To...
Technical report TR03-12. Despite its benefit in a wide range of applications, data mining techniques also have raised a number of ethical issues. Some such issues include those of privacy, data security, intellectual property rights, and many others. In this paper, we address the privacy problem...