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Using unknowns to prevent discovery of association rules

✍ Scribed by Saygin, Yücel; Verykios, Vassilios S.; Clifton, Chris


Book ID
118156875
Publisher
Association for Computing Machinery
Year
2001
Tongue
English
Weight
949 KB
Volume
30
Category
Article
ISSN
0163-5808

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Using unknowns to prevent discovery of a
✍ Saygin, Yücel; Verykios, Vassilios S.; Clifton, Chris 📂 Article 📅 2001 🏛 Association for Computing Machinery 🌐 English ⚖ 949 KB

Data mining technology has given us new capabilities to identify correlations in large data sets. This introduces risks when the data is to be made public, but the correlations are private. We introduce a method for selectively removing individual values from a database to prevent the discovery of a