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6 search results found

Gretel Synthetics ⭐ 490

Synthetic data generators for structured and unstructured text, featuring differentially private learning.

👁🙅‍♀️Differentially Private Optimization Algorithms for PyTorch

Netshare ⭐ 59

(SIGCOMM '22) Practical GAN-based Synthetic IP Header Trace Generation using NetShare

Federated ⭐ 18

Bachelor's Thesis in Computer Science: Privacy-Preserving Federated Learning Applied to Decentralized Data

Differential privacy application of CNN in Computer Vision

Dpsgd Optimizer ⭐ 5

Amortized version of the differentially private SGD algorithm published in "Deep Learning with Differential Privacy" by Abadi et al. Enforces privacy by clipping and sanitising the gradients with Gaussian noise during training.

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