Graph Unlearning

Author:

Chen Min1,Zhang Zhikun1,Wang Tianhao2,Backes Michael1,Humbert Mathias3,Zhang Yang1

Affiliation:

1. CISPA Helmholtz Center for Information Security, Saarbruecken, Germany

2. University of Virginia, Charlottesville, VA, USA

3. University of Lausanne, Lausanne, Switzerland

Funder

Purdue University

Helmholtz Association

the Packard Foundation

National Science Foundation

Publisher

ACM

Reference67 articles.

1. Reid Andersen , Fan R. K. Chung , and Kevin J. Lang . 2006. Local Graph Partitioning using PageRank Vectors . In IEEE Symposium on Foundations of Computer Science (FOCS). IEEE, 475--486 . https://www.doi.org/10.1109/FOCS. 2006 .44 10.1109/FOCS.2006.44 Reid Andersen, Fan R. K. Chung, and Kevin J. Lang. 2006. Local Graph Partitioning using PageRank Vectors. In IEEE Symposium on Foundations of Computer Science (FOCS). IEEE, 475--486. https://www.doi.org/10.1109/FOCS.2006.44

2. Multi-dimensional balanced graph partitioning via projected gradient descent

3. Amel Awadelkarim and Johan Ugander . 2020 . Prioritized Restreaming Algorithms for Balanced Graph Partitioning. In ACM Conference on Knowledge Discovery and Data Mining (KDD). ACM , 1877--1887. https://www.doi.org/10.1145/3394486. 3403239 10.1145/3394486 Amel Awadelkarim and Johan Ugander. 2020. Prioritized Restreaming Algorithms for Balanced Graph Partitioning. In ACM Conference on Knowledge Discovery and Data Mining (KDD). ACM, 1877--1887. https://www.doi.org/10.1145/3394486. 3403239

4. Five Years of the Right to be Forgotten

5. Lucas Bourtoule , Varun Chandrasekaran , Christopher A. Choquette-Choo , Hengrui Jia , Adelin Travers , Baiwu Zhang , David Lie , and Nicolas Papernot . 2021 . Machine Unlearning. In IEEE Symposium on Security and Privacy (S&P). IEEE, 141--159 . https://www.doi.org/10.1109/SP40001.2021.00019 10.1109/SP40001.2021.00019 Lucas Bourtoule, Varun Chandrasekaran, Christopher A. Choquette-Choo, Hengrui Jia, Adelin Travers, Baiwu Zhang, David Lie, and Nicolas Papernot. 2021. Machine Unlearning. In IEEE Symposium on Security and Privacy (S&P). IEEE, 141--159. https://www.doi.org/10.1109/SP40001.2021.00019

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