On the Meaning and Limits of Empirical Differential Privacy
نویسنده
چکیده
Differential privacy (DP) was introduced as a measure of confidentiality protection by Dwork et al. (2006b) and Dwork (2006). Designed to guarantee confidentiality even in a worst-case scenario, differential privacy protects the information of any individual in the database even against an adversary with complete knowledge of the rest of the dataset. This strong guarantee is achieved by limiting the influence that any one respondent can have on the released information.
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تاریخ انتشار 2017