Differential Privacy of Decentralized Learning: Centralized Rate Conditions and Nearly Tight Guarantees

arXiv:2505.19969 · cs.LG, cs.CR, cs.DC · Submitted 2025-05-26 · Read on arXiv

cs.LG, cs.CR, cs.DC

Submitted: 2025-05-26

Updated: 2026-10-27

Terminology

• Differential Privacy — 2× in this paper · explained in 5 episodes
• Decentralized Learning — 1× in this paper · explained in 2 episodes
• Differential Privacy (DP) — 1× in this paper · explained in 12 episodes

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