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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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Jing-Yi Ge

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Open access Sep 2026

Disguised Data Poisoning Attack to Local Differential Privacy Protocols

Local Differential Privacy (LDP) enables users to perturb data locally from the untrusted data collectors. Recent studies validate the vulnerability of LDP to data poisoning attacks where an attacker injects the deliberately crafted data into the LDP protocols to manipulate the results of data analytic tasks. In this w...

Ping Zhao, Jing-Yi Ge, Xu Liao et al. · 0 citations

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