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- W4288348525 abstract "The paper studies how to release data about a critical infrastructure network (e.g., the power network or a transportation network) without disclosing sensitive information that can be exploited by malevolent agents, while preserving the realism of the network. It proposes a novel obfuscation mechanism that combines several privacy-preserving building blocks with a bi-level optimization model to significantly improve accuracy. The obfuscation is evaluated for both realism and privacy properties on real energy and transportation networks. Experimental results show the obfuscation mechanism substantially reduces the potential damage of an attack exploiting the released data to harm the real network." @default.
- W4288348525 created "2022-07-29" @default.
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- W4288348525 date "2019-05-23" @default.
- W4288348525 modified "2023-09-26" @default.
- W4288348525 title "Privacy-Preserving Obfuscation of Critical Infrastructure Networks" @default.
- W4288348525 doi "https://doi.org/10.48550/arxiv.1905.09778" @default.
- W4288348525 hasPublicationYear "2019" @default.
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