Differential privacy of hierarchical Census data: An optimization approach
نویسندگان
چکیده
منابع مشابه
Evaluating the Potential of Differential Privacy Mechanisms for Census Data
Despite its undeniable attractiveness as the only data protection mechanism with formal privacy guarantees, the concept of differential privacy has been repeatedly criticized because of the deteriorating effects of currently available differential privacy mechanisms. Due to the strong assumptions regarding the knowledge of a potential data intruder, the amount of noise that needs to be added to...
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ژورنال
عنوان ژورنال: Artificial Intelligence
سال: 2021
ISSN: 0004-3702
DOI: 10.1016/j.artint.2021.103475