IDEA: A Flexible Framework of Certified Unlearning for Graph Neural Networks
Author:
Affiliation:
1. The University of Virginia, Charlottesville, VA, USA
2. The University of Virginia, Charlottesville, USA
3. The University of Houston, Houston, TX, USA
Funder
Snap gift funding
the JP Morgan Chase Faculty Research Award
the Commonwealth Cyber Initiative Awards
National Science Foundation
the Cisco Faculty Research Award
Publisher
ACM
Link
https://dl.acm.org/doi/pdf/10.1145/3637528.3671744
Reference76 articles.
1. Privacy Act. 2000. Personal Information Protection and Electronic Documents Act. Department of Justice, Canada. Full text available at http://laws. justice. gc. ca/en/P-8.6/text. html (2000).
2. Machine Unlearning
3. Towards Making Systems Forget with Machine Unlearning
4. Graph Unlearning
5. Jiali Cheng, George Dasoulas, Huan He, Chirag Agarwal, and Marinka Zitnik. 2023. GNNDelete: A General Strategy for Unlearning in Graph Neural Networks. arXiv preprint arXiv:2302.13406 (2023).
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