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book: Enhancing Data Protection Through Differential Privacy and Artificial Intelligence
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Enhancing Data Protection Through Differential Privacy and Artificial Intelligence

Language: English
Published/Copyright: 2026
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  • Publicly Available

    Frontmatter

    I
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    Dedication

    V
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    Preface

    VII
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  • Publicly Available

    Contents

    IX
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    Glossary

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    Introduction

    1
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  • Part I: Personal Data and Anonymization
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    1 Data and Data Protection

    7
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    2 Personal Data

    20
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    3 Anonymous and Anonymized Data

    89
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    Part II: Anonymizing Structured Data

    113
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    4 Infrastructure for Data

    117
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    5 De-Identification First

    125
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    6 Classic Approaches to Anonymizing Structured Data

    131
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    7 Differential Privacy

    146
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    8 Other Approaches

    168
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    9 Comparative Legal Evaluation

    177
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  • Part III: Anonymizing Unstructured Data
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    10 Structured and Unstructured Data

    193
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    11 Anonymizing Text and Document Data

    203
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    12 Differential Privacy and Federated Learning in Artificial Intelligence

    214
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  • Part IV: Conclusion
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    13 Future Developments

    229
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    14 Summary

    232
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    Jurisdiction

    235
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    Bibliography

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https://doi.org/10.1515/9783112222164
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