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08/23/2023
ULDP-FL: Federated Learning with Across Silo User-Level Differential Privacy
Differentially Private Federated Learning (DP-FL) has garnered attention...
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04/08/2022
Network Shuffling: Privacy Amplification via Random Walks
Recently, it is shown that shuffling can amplify the central differentia...
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03/14/2022
HDPView: Differentially Private Materialized View for Exploring High Dimensional Relational Data
How can we explore the unknown properties of high-dimensional sensitive ...
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02/15/2022
OLIVE: Oblivious and Differentially Private Federated Learning on Trusted Execution Environment
Differentially private federated learning (DP-FL) has received increasin...
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04/14/2021
Preventing Manipulation Attack in Local Differential Privacy using Verifiable Randomization Mechanism
Local differential privacy (LDP) has been received increasing attention ...
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12/07/2020
PCT-TEE: Trajectory-based Private Contact Tracing System with Trusted Execution Environment
Existing Bluetooth-based Private Contact Tracing (PCT) systems can priva...
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10/26/2020