Guide to Differential Privacy Modifications : A Taxonomy of Variants and Extensions
1st ed. 2022
Book Details
Format
Paperback / softback
Book Series
SpringerBriefs in Computer Science
ISBN-10
3030963977
ISBN-13
9783030963972
Edition
1st ed. 2022
Publisher
Springer Nature Switzerland AG
Imprint
Springer Nature Switzerland AG
Country of Manufacture
GB
Country of Publication
GB
Publication Date
Apr 10th, 2022
Print length
89 Pages
Weight
168 grams
Dimensions
15.40 x 23.40 x 0.90 cms
KSh 9,000.00
Currently unavailable
0 in stock
Delivery Location
Delivery fee: Select location
Secure
Quality
Fast
Shortly after it was ?rst introduced in 2006, di?erential privacy became the ?agship data privacy de?nition. Since then, numerous variants and extensions were proposed to adapt it to di?erent scenarios and attacker models. In this work, we propose a systematic taxonomy of these variants and extensions. We list all data privacy de?nitions based on di?erential privacy, and partition them into seven categories, depending on which aspect of the original de?nition is modi?ed.
These categories act like dimensions: Variants from the same category cannot be combined, but variants from di?erent categories can be combined to form new de?nitions. We also establish a partial ordering of relative strength between these notions by summarizing existing results. Furthermore, we list which of these de?nitions satisfy some desirable properties, like composition, post-processing, and convexity by either providing a novel proof or collecting existing ones.
Get Guide to Differential Privacy Modifications by Balázs Pejó, Damien Desfontaines at the best price and quality guaranteed only at Werezi Africa's largest book ecommerce store. The book was published by Springer Nature Switzerland AG and it has 89 pages.
Customers Who Bought This Also Bought
Collins Bumper Book of Codewords Book 2
KSh 1,450.00
Collins Bumper Book of Kriss Kross book 2
KSh 1,450.00
Intelligent Techniques for Security of Medical Data
KSh 22,500.00
The Gambler and the Scholars
KSh 6,300.00
Cryptographic Engineering
KSh 39,600.00
Responding to Crises in the Modern Infrastructure
KSh 8,100.00
Technological Innovation for Life Improvement
KSh 16,200.00
Design, User Experience, and Usability. Design for Contemporary Interactive Environments
KSh 8,100.00
Information Technology in Disaster Risk Reduction
KSh 16,200.00
Information Security and Optimization
KSh 22,500.00
Passive and Active Measurement
KSh 11,700.00
Multi-Agent Systems
KSh 12,600.00
More in This Genre
Collins Bumper Book of Codewords Book 2
KSh 1,450.00
Collins Bumper Book of Kriss Kross book 2
KSh 1,450.00
Intelligent Techniques for Security of Medical Data
KSh 22,500.00
The Gambler and the Scholars
KSh 6,300.00
Cryptographic Engineering
KSh 39,600.00
Responding to Crises in the Modern Infrastructure
KSh 8,100.00
