Association Rule Hiding for Data Mining
Fundamental Concepts
Introduction
Introduction
Introduction
Introduction
Introduction
Introduction
Background
Background
Background
Background
Background
Background
Background
Classes of Association Rule Hiding Methodologies
Classes of Association Rule Hiding Methodologies
Classes of Association Rule Hiding Methodologies
Classes of Association Rule Hiding Methodologies
Other Knowledge Hiding Methodologies
Other Knowledge Hiding Methodologies
Other Knowledge Hiding Methodologies
Other Knowledge Hiding Methodologies
Summary
Heuristic Approaches
Distortion Schemes
Distortion Schemes
Distortion Schemes
Distortion Schemes
Distortion Schemes
Blocking Schemes
Blocking Schemes
Summary
Border Based Approaches
Border Revision for Knowledge Hiding
Border Revision for Knowledge Hiding
Border Revision for Knowledge Hiding
Border Revision for Knowledge Hiding
Border Revision for Knowledge Hiding
Border Revision for Knowledge Hiding
BBA Algorithm
BBA Algorithm
BBA Algorithm
BBA Algorithm
BBA Algorithm
BBA Algorithm
Max–Min Algorithms
Max–Min Algorithms
Max–Min Algorithms
Max–Min Algorithms
Max–Min Algorithms
Max–Min Algorithms
Summary
Exact Hiding Approaches
Menon’s Algorithm
Menon’s Algorithm
Menon’s Algorithm
Menon’s Algorithm
Menon’s Algorithm
Menon’s Algorithm
Menon’s Algorithm
Menon’s Algorithm
Inline Algorithm
Inline Algorithm
Inline Algorithm
Inline Algorithm
Inline Algorithm
Inline Algorithm
Inline Algorithm
Inline Algorithm
Inline Algorithm
Inline Algorithm
Inline Algorithm
Inline Algorithm
Two–Phase Iterative Algorithm
Two–Phase Iterative Algorithm
Two–Phase Iterative Algorithm
Two–Phase Iterative Algorithm
Two–Phase Iterative Algorithm
Two–Phase Iterative Algorithm
Two–Phase Iterative Algorithm
Two–Phase Iterative Algorithm
Two–Phase Iterative Algorithm
Two–Phase Iterative Algorithm
Hybrid Algorithm
Hybrid Algorithm
Hybrid Algorithm
Hybrid Algorithm
Hybrid Algorithm
Hybrid Algorithm
Hybrid Algorithm
Hybrid Algorithm
Hybrid Algorithm
Hybrid Algorithm
Hybrid Algorithm
Hybrid Algorithm
Hybrid Algorithm
Hybrid Algorithm
Hybrid Algorithm
Hybrid Algorithm
Hybrid Algorithm
Hybrid Algorithm
Hybrid Algorithm
Hybrid Algorithm
Hybrid Algorithm
Hybrid Algorithm
Hybrid Algorithm
Hybrid Algorithm
Hybrid Algorithm
Hybrid Algorithm
Parallelization Framework for Exact Hiding
Parallelization Framework for Exact Hiding
Parallelization Framework for Exact Hiding
Parallelization Framework for Exact Hiding
Parallelization Framework for Exact Hiding
Parallelization Framework for Exact Hiding
Parallelization Framework for Exact Hiding
Parallelization Framework for Exact Hiding
Parallelization Framework for Exact Hiding
Parallelization Framework for Exact Hiding
Parallelization Framework for Exact Hiding
Parallelization Framework for Exact Hiding
Quantifying the Privacy of Exact Hiding Algorithms
Quantifying the Privacy of Exact Hiding Algorithms
Quantifying the Privacy of Exact Hiding Algorithms
Quantifying the Privacy of Exact Hiding Algorithms
Summary
Epilogue
Conclusions
Conclusions
Conclusions
Roadmap to FutureWork
Roadmap to FutureWork
References
References
References
References
