Entropy-minimizing Mechanism for Differential Privacy of Discrete-time Linear Feedback Systems
| Title | Entropy-minimizing Mechanism for Differential Privacy of Discrete-time Linear Feedback Systems |
| Publication Type | Conference Paper |
| Year of Publication | 2014 |
| Authors | Yu Wang, University of Illinois at Urbana-Champaign, Zhenqi Huang, University of Illinois at Urbana-Champaign, Sayan Mitra, University of Illinois at Urbana-Champaign, Geir Dullerud, University of Illinois at Urbana-Champaign |
| Conference Name | 53rd IEEE Conference on Decision and Control (CDC 2014) |
| Publisher | IEEE |
| Conference Location | Los Angeles, CA |
| Keywords | NSA SoS Lablets Materials, science of security, UIUC |
| Abstract | The concept of differential privacy stems from the study of private query of datasets. In this work, we apply this concept to metric spaces to study a mechanism that randomizes a deterministic query by adding mean-zero noise to keep differential privacy. |
| URL | https://publish.illinois.edu/science-of-security-lablet/files/2014/06/Entropy-minimizing-Mechanism-f... |
| Citation Key | node-23386 |
| Refereed Designation | Unknown |
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