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 |