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05/24/2023
Differentially Private Synthetic Data via Foundation Model APIs 1: Images
Generating differentially private (DP) synthetic data that closely resem...
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10/13/2021
Differentially Private Fine-tuning of Language Models
We give simpler, sparser, and faster algorithms for differentially priva...
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08/05/2021
Differentially Private n-gram Extraction
We revisit the problem of n-gram extraction in the differential privacy ...
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07/14/2021
Trellis BMA: Coded Trace Reconstruction on IDS Channels for DNA Storage
Sequencing a DNA strand, as part of the read process in DNA storage, pro...
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11/30/2020
Batch Optimization for DNA Synthesis
Large pools of synthetic DNA molecules have been recently used to reliab...
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02/22/2020
Differentially Private Set Union
We study the basic operation of set union in the global model of differe...
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07/02/2018
An Algorithmic Framework For Differentially Private Data Analysis on Trusted Processors
Differential privacy has emerged as the main definition for private data...
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12/05/2017
Collecting Telemetry Data Privately
The collection and analysis of telemetry data from users' devices is rou...
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10/27/2017