Manipulation Attacks in Local Differential Privacy
Local differential privacy is a widely studied restriction on distributed algorithms that collect aggregates about sensitive user data, and is now deployed in several large systems. We initiate a systematic study of a fundamental limitation of locally differentially private protocols: they are high...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
| Published: |
Labor Dynamics Institute
2021-02-01
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| Series: | The Journal of Privacy and Confidentiality |
| Subjects: | |
| Online Access: | http://www.journalprivacyconfidentiality.org/index.php/jpc/article/view/754 |