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Guide to Differential Privacy Modifications: A Taxonomy of Variants and Extensions

Guide to Differential Privacy Modifications: A Taxonomy of Variants and Extensions

Paperback

Series: Springerbriefs in Computer Science

Computer Security

ISBN10: 3030963977
ISBN13: 9783030963972
Publisher: Springer
Published: Apr 10 2022
Pages: 89
Weight: 0.33
Height: 0.21 Width: 6.14 Depth: 9.21
Language: English
Shortly after it was first introduced in 2006, differential privacy became the flagship data privacy definition. Since then, numerous variants and extensions were proposed to adapt it to different scenarios and attacker models. In this work, we propose a systematic taxonomy of these variants and extensions. We list all data privacy definitions based on differential privacy, and partition them into seven categories, depending on which aspect of the original definition is modified.

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Computer Security