Differential Privacy
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A novel method in privacy-preserving speech processing which anonymizes the speaker attributes using space-filling vector…
11 min read -
A practical assessment of Differential Privacy & Federated Learning in the medical context.
11 min read -
A Guide to Understanding Fundamental Definitions and Key Principles
8 min read -
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Data leakage can have negative consequences for a data subject. This risk can be minimized…
9 min read -
And stop just predicting digits
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AI Alignment and Safety There is a plethora of content on differential privacy (DP), ranging…
7 min read -
What should you consider when building an enterprise federated learning system?
9 min read -
Learn how to train federated models with DP-SGD using Flower and Opacus frameworks
15 min read