Local Node Differential PrivacyDifferential PrivacyDistributed Networks
Jun 10, 2026Local Node Differential Privacy
This talk introduces Local Node Differential Privacy (LNDP), a novel model for privately analyzing distributed network data without a trusted third party, revealing surprising algorithmic capabilities and fundamental limitations compared to traditional differential privacy models.
