Description
Modern digital applications have significantly increased the leakage of private and sensitive personal data. While worst-case measures of leakage such as Differential Privacy (DP) provide the strongest guarantees, when utility matters, average-case information-theoretic measures can be more relevant. However, most such information-theoretic measures do not have clear operational meanings.
Download count: 0
Details
Contributors
- Liao, Jiachun (Author)
- Sankar, Lalitha (Thesis advisor)
- Kosut, Oliver (Committee member)
- Zhang, Junshan (Committee member)
- Dasarathy, Gautam (Committee member)
- Arizona State University (Publisher)
Date Created
The date the item was original created (prior to any relationship with the ASU Digital Repositories.)
2020
Subjects
Resource Type
Collections this item is in
Note
- Doctoral Dissertation Electrical Engineering 2020