3 papers
cs.CR2018
A Frequent Itemset Hiding Toolbox
Vasileios Kagklis, Elias C. Stavropoulos, Vassilios S. Verykios
Advances in data collection and data storage technologies have given way to the establishment of transactional databases among companies and organizations, as they allow enormous a…
cs.AI2017
On Using Linear Diophantine Equations to Tune the extent of Look Ahead while Hiding Decision Tree Rules
Georgios Feretzakis, Dimitris Kalles, Vassilios S. Verykios
This paper focuses on preserving the privacy of sensitive pat-terns when inducing decision trees. We adopt a record aug-mentation approach for hiding sensitive classification rules…
cs.AI2017
Data set operations to hide decision tree rules
Dimitris Kalles, Vassilios S. Verykios, Georgios Feretzakis +1
This paper focuses on preserving the privacy of sensitive patterns when inducing decision trees. We adopt a record augmentation approach for hiding sensitive classification rules i…