Differentially private federated learning: A systematic review (ACM Survey); Adap dp-fl: Differentially private federated learning with adaptive noise (TrustCom'2022)
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Sep 2, 2025 - Python
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dpsgd
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Differential private machine learning
survey differential-privacy privacy-preserving differentially-private differential-privacy-learning dpsgd differential-privacies
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Feb 10, 2022 - Python
Differentially Private Gradient Descent Optimizers
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Apr 25, 2024 - Python
Implement Differentially-private SGD. Large ε causes low model accuracy.
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Aug 20, 2025 - Jupyter Notebook
Empirical evaluation for Exponential Mechanism-based private ML model.
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Feb 4, 2026 - Jupyter Notebook
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