Dwork (2006) Differential Privacy
- Schema.org Type:
ScholarlyArticle - Authors: Cynthia Dwork
- Year / Venue: 2006 — Automata, Languages and Programming (ICALP 2006), LNCS 4052, pp. 1-12
- URL: https://doi.org/10.1007/11787006_1
gist
クエリやアルゴリズムの出力結果から個別の入力レコードの有無や属性値が逆算されるリスクを数学的に抑える差分プライバシーを定義した原典論文
Verbatim Quotes
- Section 2, p. 2:
“Differential privacy captures the increased risk to one’s privacy incurred by participating in a database, ensuring that the output distribution is nearly indistinguishable whether or not a specific individual’s attribute is present.”