Differential Privacy Methods

This area explores techniques related to differential privacy, a framework for ensuring the privacy of individual data records within datasets. Research includes algorithmic development and applications to sensitive data.

differential privacy
techniques
data
algorithms
privacy
applications

14,697 papers

Parent topic: Information Security and Privacy

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Papers Over Time

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Top Papers

Differential Privacy

2006 · 2,627 citations

Probabilistic Encryption

1984 · 2,260 citations

Privacy-Preserving Deep Learning

2015 · 1,053 citations

Generalized Privacy Amplification

1995 · 1,012 citations