Flawed Noise Sampling Breaks Differential Privacy in MPC Systems

Mon, 31 Aug 2026 19:07:02 +0000

Engineer — Learn: The paper exposes a fundamental flaw in sample-and-scale DP noise protocols, achieving near-100% membership-inference success against Orchard and DP-BREM+; engineers building federated analytics or DP aggregation pipelines should audit whether their noise-sampling implementation uses the vulnerable scaling approach.
SOC/IR — Skip
Leader — Skip

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