Node-Differentially Private Estimation of the Number of Connected Components

Author:

Kalemaj Iden1ORCID,Raskhodnikova Sofya1ORCID,Smith Adam1ORCID,Tsourakakis Charalampos E.1ORCID

Affiliation:

1. Boston University, Boston, MA, USA

Funder

NSF (National Science Foundation)

Publisher

ACM

Reference61 articles.

1. Publishing Social Network Graph Eigenspectrum With Privacy Guarantees

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3. Hamilton cycles in random geometric graphs

4. Yoav Benyamini and Joram Lindenstrauss . 1998. Geometric nonlinear functional analysis . American Mathematical Society . Yoav Benyamini and Joram Lindenstrauss. 1998. Geometric nonlinear functional analysis. American Mathematical Society.

5. Estimating the number of connected components in sublinear time

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1. Private Graphon Estimation via Sum-of-Squares;Proceedings of the 56th Annual ACM Symposium on Theory of Computing;2024-06-10

2. Time-Aware Projections: Truly Node-Private Graph Statistics under Continual Observation*;2024 IEEE Symposium on Security and Privacy (SP);2024-05-19

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