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News/Unveiling the Non-Monotonic Effect of Privacy on Generalization under Byzantine Robustness
arxiv
PublishedJuly 3, 2026 at 4:00 AM

Unveiling the Non-Monotonic Effect of Privacy on Generalization under Byzantine Robustness

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arXiv:2607.01492v1 Announce Type: new Abstract: Recent work has established a fundamental trilemma between Byzantine robustness, local differential privacy (LDP), and optimization error in distributed learning. We show that this trilemma does not universally extend to generalization error, but inste

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