Differentially Private Resource Allocation

Author:

Chen Joann Qiongna1ORCID,Wang Tianhao2ORCID,Zhang Zhikun3ORCID,Zhang Yang4ORCID,Jha Somesh5ORCID,Li Zhou1ORCID

Affiliation:

1. University of California, Irvine, USA

2. University of Virginia, USA

3. CISPA Helmholtz Center for Information Security, Germany and Stanford University, USA

4. CISPA Helmholtz Center for Information Security, Germany

5. University of Wisconsin, USA

Funder

NSF

Publisher

ACM

Reference67 articles.

1. Dakshi Agrawal and Dogan Kesdogan . 2003. Measuring anonymity: The disclosure attack . IEEE Security & privacy 1, 6 ( 2003 ), 27–34. Dakshi Agrawal and Dogan Kesdogan. 2003. Measuring anonymity: The disclosure attack. IEEE Security & privacy 1, 6 (2003), 27–34.

2. Sebastian Angel , Hitesh Ballani , Thomas Karagiannis , Greg O’Shea , and Eno Thereska . 2014. End-to-end performance isolation through virtual datacenters . In 11th { USENIX} Symposium on Operating Systems Design and Implementation ({ OSDI} 14). 233–248. Sebastian Angel, Hitesh Ballani, Thomas Karagiannis, Greg O’Shea, and Eno Thereska. 2014. End-to-end performance isolation through virtual datacenters. In 11th { USENIX} Symposium on Operating Systems Design and Implementation ({ OSDI} 14). 233–248.

3. Sebastian Angel , Sampath Kannan , and Zachary Ratliff . 2020 . Private resource allocators and their applications . In 2020 IEEE Symposium on Security and Privacy (SP). IEEE, 372–391 . Sebastian Angel, Sampath Kannan, and Zachary Ratliff. 2020. Private resource allocators and their applications. In 2020 IEEE Symposium on Security and Privacy (SP). IEEE, 372–391.

4. What's a Little Leakage Between Friends?

5. Borja Balle , Gilles Barthe , and Marco Gaboardi . 2018. Privacy amplification by subsampling: Tight analyses via couplings and divergences. Advances in Neural Information Processing Systems 31 ( 2018 ). Borja Balle, Gilles Barthe, and Marco Gaboardi. 2018. Privacy amplification by subsampling: Tight analyses via couplings and divergences. Advances in Neural Information Processing Systems 31 (2018).

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